In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x1870b1d42e8>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data.loc[:, each] = (data[each] - mean)/std
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
self.activation_function = lambda x : 0 # Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
def sigmoid(x):
return 1/(1+np.exp(-x)) # Replace 0 with your sigmoid calculation here
self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
print(final_inputs)
final_outputs = final_inputs # signals from final output layer
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
error = y - final_outputs
# TODO: Calculate the hidden layer's contribution to the error
hidden_error = np.dot(self.weights_hidden_to_output, error)
# TODO: Backpropagated error terms - Replace these values with your calculations.
output_error_term = error * 1.0
hidden_error_term = hidden_error * hidden_outputs * (1 - hidden_outputs)
print('X: ', X)
print(self.weights_input_to_hidden.T)
print('hidden inputs: ', hidden_inputs)
print('hidden Outputs: ', hidden_outputs)
print('final inputs: ', final_inputs)
print(self.weights_hidden_to_output)
print('oet: ', output_error_term)
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X[:, None]
# Weight step (hidden to output)
delta_weights_h_o += hidden_outputs[:,None] * output_error_term
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o /n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h /n_records # update input-to-hidden weights with gradient descent step
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
hidden_inputs = np.dot(features, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[ 0.09998924] X: [ 0.5 -0.2 0.1] [[ 0.1 0.4 -0.3] [-0.2 0.5 0.2]] hidden inputs: [-0.06 -0.18] hidden Outputs: [ 0.4850045 0.45512111] final inputs: [ 0.09998924] [[ 0.3] [-0.1]] oet: [ 0.30001076]
---------------------------------------------------------------------- Ran 5 tests in 0.008s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 200
learning_rate = 0.6
hidden_nodes = 19
output_nodes = 1
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
[ 0.17565542]
X: [ 0. 0. -0.81528007 -0.29663033 0.03189788 1. 0.
0. 0. 1. 0. 0. 0. 1.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.04136356 -0.10792822 0.12241324 ..., -0.10303747 0.08583438
0.07993646]
[ 0.11987104 0.01755656 -0.07349063 ..., 0.18236189 -0.0114882
0.15854167]
[ 0.09368131 0.18033978 -0.12003103 ..., 0.02648516 0.32432875
-0.00888952]
...,
[ 0.03982363 -0.09753346 -0.01468477 ..., -0.0198405 0.14542255
0.08220274]
[-0.08138703 0.07419767 -0.11718789 ..., 0.0376901 0.00966921
0.00865858]
[ 0.1006174 0.10012704 -0.15100986 ..., 0.10654172 -0.04934678
-0.04876925]]
hidden inputs: [-0.45411541 -0.05611752 0.02056491 0.4558704 -0.40665234 -0.31931927
-0.11155074 -0.03457884 -0.03748532 0.64319952 -0.28672946 -0.31581711
0.48365377 -0.08154041 0.13981376 -0.21776472 0.2885537 0.46293
-0.16321289]
hidden Outputs: [ 0.38838274 0.4859743 0.50514105 0.61203406 0.3997151 0.42084166
0.4721412 0.49135615 0.49062977 0.65547636 0.42880474 0.42169549
0.61861029 0.47962618 0.53489661 0.44577295 0.57164202 0.61370902
0.45928712]
final inputs: [ 0.17565542]
[[-0.43766518]
[-0.37882974]
[-0.02733645]
[ 0.21735798]
[ 0.08838862]
[-0.37338725]
[ 0.48784601]
[ 0.28858374]
[ 0.07725122]
[-0.30759742]
[ 0.25834237]
[-0.22683899]
[ 0.59544711]
[ 0.01208563]
[-0.00322819]
[-0.22584231]
[-0.21542193]
[ 0.20797541]
[ 0.07088417]]
oet: [-0.8618274]
[ 0.06790925]
X: [ 0. 0. 0.63884145 1.31017145 -0.69966852 0. 1.
0. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 1. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.04136356 -0.10792822 0.12241324 ..., -0.10303747 0.08583438
0.07993646]
[ 0.11987104 0.01755656 -0.07349063 ..., 0.18236189 -0.0114882
0.15854167]
[ 0.09368131 0.18033978 -0.12003103 ..., 0.02648516 0.32432875
-0.00888952]
...,
[ 0.03982363 -0.09753346 -0.01468477 ..., -0.0198405 0.14542255
0.08220274]
[-0.08138703 0.07419767 -0.11718789 ..., 0.0376901 0.00966921
0.00865858]
[ 0.1006174 0.10012704 -0.15100986 ..., 0.10654172 -0.04934678
-0.04876925]]
hidden inputs: [ 0.51132082 0.21921497 0.22185786 0.82861356 0.15954364 0.0571294
0.28109736 0.42538142 -0.19570191 0.34289735 0.12212966 -0.02626567
-0.18980422 0.01846656 0.09879021 -0.58427436 -0.25181219 -0.14157451
-0.2131026 ]
hidden Outputs: [ 0.62511605 0.55458533 0.55523808 0.6960617 0.53980152 0.51427847
0.56981523 0.60477026 0.45123008 0.58489415 0.53049452 0.49343396
0.45269089 0.50461651 0.52467749 0.35794966 0.43737751 0.46466537
0.44692505]
final inputs: [ 0.06790925]
[[-0.43766518]
[-0.37882974]
[-0.02733645]
[ 0.21735798]
[ 0.08838862]
[-0.37338725]
[ 0.48784601]
[ 0.28858374]
[ 0.07725122]
[-0.30759742]
[ 0.25834237]
[-0.22683899]
[ 0.59544711]
[ 0.01208563]
[-0.00322819]
[-0.22584231]
[-0.21542193]
[ 0.20797541]
[ 0.07088417]]
oet: [-1.03524708]
[-0.0126973]
X: [ 1. 0. 1.88523132 -1.229612 -0.69966852 0. 0.
1. 0. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 1. 0. ]
[[ 0.04136356 -0.10792822 0.12241324 ..., -0.10303747 0.08583438
0.07993646]
[ 0.11987104 0.01755656 -0.07349063 ..., 0.18236189 -0.0114882
0.15854167]
[ 0.09368131 0.18033978 -0.12003103 ..., 0.02648516 0.32432875
-0.00888952]
...,
[ 0.03982363 -0.09753346 -0.01468477 ..., -0.0198405 0.14542255
0.08220274]
[-0.08138703 0.07419767 -0.11718789 ..., 0.0376901 0.00966921
0.00865858]
[ 0.1006174 0.10012704 -0.15100986 ..., 0.10654172 -0.04934678
-0.04876925]]
hidden inputs: [-0.02191601 0.1908037 0.05471326 -0.33882453 0.37399858 -0.14941257
-0.05098913 -0.8828556 0.43850369 -0.14645029 0.47798292 -0.08960263
-0.43844691 -0.95830578 0.09316777 -0.79515373 0.07053316 -0.09965823
-0.58800679]
hidden Outputs: [ 0.49452122 0.54755673 0.5136749 0.41609504 0.59242482 0.46271619
0.48725548 0.29258638 0.60790243 0.46345272 0.61727146 0.47761432
0.3921111 0.27721753 0.52327511 0.31106314 0.51762598 0.47510604
0.35709232]
final inputs: [-0.0126973]
[[-0.43766518]
[-0.37882974]
[-0.02733645]
[ 0.21735798]
[ 0.08838862]
[-0.37338725]
[ 0.48784601]
[ 0.28858374]
[ 0.07725122]
[-0.30759742]
[ 0.25834237]
[-0.22683899]
[ 0.59544711]
[ 0.01208563]
[-0.00322819]
[-0.22584231]
[-0.21542193]
[ 0.20797541]
[ 0.07088417]]
oet: [ 0.82056351]
[ 0.09325133]
X: [ 0. 0. -1.12687754 -1.69610284 -1.55384381 0. 0.
0. 1. 1. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 1. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
0. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0.
1. 0. 0. 0. 0. 0. 0. ]
[[ 0.04136356 -0.10792822 0.12241324 ..., -0.10303747 0.08583438
0.07993646]
[ 0.11987104 0.01755656 -0.07349063 ..., 0.18236189 -0.0114882
0.15854167]
[ 0.09368131 0.18033978 -0.12003103 ..., 0.02648516 0.32432875
-0.00888952]
...,
[ 0.03982363 -0.09753346 -0.01468477 ..., -0.0198405 0.14542255
0.08220274]
[-0.08138703 0.07419767 -0.11718789 ..., 0.0376901 0.00966921
0.00865858]
[ 0.1006174 0.10012704 -0.15100986 ..., 0.10654172 -0.04934678
-0.04876925]]
hidden inputs: [-1.02656663 0.15618171 -0.20210607 0.08691003 -0.09462465 -0.38907609
-0.94992642 -0.38884215 -0.48877086 0.52964891 -0.56612047 0.18824972
0.55817453 -0.3382037 -0.20527944 -0.37962808 0.08830437 0.90504428
0.05388066]
hidden Outputs: [ 0.26375028 0.53896625 0.44964477 0.52171384 0.47636147 0.40393973
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oet: [-0.23914381]
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hidden inputs: [-0.64402069 0.25088772 0.22062354 0.03044658 0.32728306 -0.46251018
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hidden Outputs: [ 0.34433822 0.56239499 0.55493324 0.50761106 0.58109816 0.38639051
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final inputs: [ 0.1151376]
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oet: [ 0.08629245]
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hidden inputs: [-0.63316126 0.28148654 0.06252881 0.51360297 -0.29936534 -0.31066358
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hidden Outputs: [ 0.34679408 0.56991063 0.51562711 0.62565072 0.42571264 0.42295277
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oet: [ 2.73093408]
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hidden inputs: [ 0.13132324 -0.08433795 -0.17074071 0.52613866 -0.32444528 -0.0650717
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hidden Outputs: [ 0.53278371 0.478928 0.45741822 0.62858207 0.41959278 0.48373781
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final inputs: [ 0.15243187]
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oet: [ 2.54089951]
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hidden inputs: [ 0.10046147 0.40101216 0.24155796 0.53526068 -0.06985125 0.14170976
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hidden Outputs: [ 0.52509427 0.59893082 0.56009755 0.63070924 0.48254428 0.53536827
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final inputs: [-0.07557142]
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oet: [-0.59957445]
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hidden inputs: [-0.66654457 0.39622884 0.64932726 -0.08256018 -0.08807648 0.01342133
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hidden Outputs: [ 0.339271 0.59778126 0.65685885 0.47937167 0.4779951 0.50335528
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final inputs: [-0.03331819]
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oet: [ 0.15205239]
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hidden inputs: [-0.30900929 0.19290747 -0.22368011 -0.31294635 0.03062368 -0.99322932
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hidden Outputs: [ 0.42335658 0.54807786 0.44431197 0.42239573 0.50765532 0.2702747
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final inputs: [ 0.20580632]
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oet: [ 2.86792593]
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hidden inputs: [-0.14402744 0.13474068 0.80524399 0.39099901 0.02024311 0.17641364
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hidden Outputs: [ 0.46405526 0.5336343 0.6910951 0.59652317 0.5050606 0.54398938
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final inputs: [-0.02472656]
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oet: [-0.76619348]
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hidden inputs: [-0.58477643 -0.01756651 -0.13559958 -0.20657291 -0.12898225 -0.41822208
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hidden Outputs: [ 0.35783428 0.49560849 0.46615195 0.44853964 0.46779907 0.39694227
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final inputs: [ 0.10997621]
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oet: [ 1.69024008]
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hidden inputs: [-0.40304775 0.18835308 0.70398254 0.23386243 -0.10116951 -0.26024006
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hidden Outputs: [ 0.40058031 0.54694955 0.66907016 0.55820059 0.47472917 0.4353047
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final inputs: [ 0.05364029]
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oet: [-1.07059563]
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oet: [-0.23147825]
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hidden inputs: [-0.18830948 0.04590492 0.67924232 0.77195271 -0.13416645 0.0633855
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oet: [-1.09457094]
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hidden inputs: [-0.45969827 0.57930088 0.47121785 0.58161633 -0.29948908 -0.19932702
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oet: [-1.06764321]
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hidden inputs: [ 0.60084758 0.47584984 -0.08067879 0.1437091 0.15615527 -0.01399118
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hidden Outputs: [ 0.6458502 0.6167674 0.47984124 0.53586557 0.53895968 0.49650226
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oet: [-0.79782179]
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hidden inputs: [ 0.23462319 0.22685788 0.36921502 0.55746411 -0.17214741 -0.52071786
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hidden Outputs: [ 0.5583882 0.55647248 0.59126929 0.63586558 0.45706911 0.37268439
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final inputs: [ 0.00691453]
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oet: [-1.0459221]
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hidden inputs: [-0.06436164 0.44050595 -0.02694882 0.42825681 0.18620179 0.35280073
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oet: [-0.92214802]
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hidden inputs: [-0.43147766 0.56705331 0.50558005 -0.14157442 0.48839898 -0.36695302
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final inputs: [ 0.06336425]
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oet: [-1.04724125]
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hidden inputs: [-0.88269952 0.26836582 0.40723264 0.21441222 -0.14571522 -0.4524703
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final inputs: [ 0.13248503]
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oet: [-1.16046648]
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hidden inputs: [ 0.49939034 0.06465544 0.68076284 -0.46815983 0.19793809 -0.29675456
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final inputs: [ 0.14458188]
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oet: [-0.21880464]
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hidden inputs: [-0.4137434 0.03171018 0.3582192 0.11182056 -0.11390781 -0.30783605
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hidden Outputs: [ 0.39801486 0.50792688 0.58860928 0.52792605 0.4715538 0.42364302
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final inputs: [ 0.14011402]
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hidden inputs: [ 0.07143614 -0.4159486 -0.21726282 0.58049246 0.26835581 0.10555453
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hidden Outputs: [ 0.51785144 0.39748662 0.44589695 0.64118071 0.56668922 0.52636416
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oet: [-0.05673985]
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hidden inputs: [-0.7967404 0.34168341 0.39333591 0.39953269 -0.19581508 -0.22783907
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hidden Outputs: [ 0.31072321 0.58459939 0.59708549 0.59857538 0.45120205 0.44328536
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final inputs: [ 0.12807157]
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oet: [ 0.94442133]
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hidden inputs: [ 0.14121018 0.22749567 0.03181782 0.30085104 0.03051377 0.07837097
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hidden Outputs: [ 0.535244 0.55662989 0.50795378 0.57465055 0.50762785 0.51958272
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final inputs: [ 0.13970129]
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oet: [-1.15665663]
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hidden inputs: [-0.22375213 0.1782629 -0.03829752 0.33533911 -0.34611256 0.1341482
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hidden Outputs: [ 0.44429418 0.54444808 0.49042679 0.5830579 0.41432543 0.53348685
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final inputs: [ 0.00466891]
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oet: [-0.72391923]
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hidden inputs: [-0.3488588 0.08112888 0.18044253 0.54050091 -0.09251743 -0.15625377
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hidden Outputs: [ 0.41365919 0.5202711 0.54498863 0.63192893 0.47688713 0.46101584
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final inputs: [ 0.05131068]
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oet: [-0.61619543]
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hidden inputs: [ 1.33575943e-01 3.67394599e-01 3.55877493e-04 3.66784386e-01
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hidden Outputs: [ 0.53334442 0.59082927 0.50008897 0.59068174 0.55967176 0.51366118
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final inputs: [ 0.03226569]
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oet: [-1.03268186]
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hidden inputs: [ 0.39448695 -0.14495348 0.30016971 -0.05432244 0.74277482 0.50374213
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hidden Outputs: [ 0.59736237 0.46382495 0.574484 0.48642273 0.67760234 0.62333834
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final inputs: [-0.03105065]
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oet: [-0.91974802]
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hidden inputs: [ 0.18687057 0.12440653 1.0941809 0.01934895 0.00478285 -0.57310222
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hidden Outputs: [ 0.54658216 0.53106158 0.74916819 0.50483709 0.50119571 0.36052131
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final inputs: [ 0.21406677]
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oet: [ 0.42840776]
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hidden inputs: [-0.38428086 0.3948891 0.30346071 0.33247592 0.06345378 0.35583639
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hidden Outputs: [ 0.40509482 0.5974591 0.5752883 0.58236168 0.51585812 0.58803217
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final inputs: [ 0.07153117]
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oet: [ 2.66590466]
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oet: [ 0.07168452]
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hidden Outputs: [ 0.65451623 0.46907193 0.49624357 0.62493086 0.53317408 0.43545018
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oet: [-1.049336]
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hidden inputs: [-0.4576177 0.22108318 0.72985186 0.38066542 -0.14317567 0.07985716
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oet: [-0.78259002]
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hidden inputs: [-0.2978172 0.22435023 -0.10765061 0.09794742 0.10920339 0.05594104
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final inputs: [ 0.02820507]
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oet: [-0.95695152]
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hidden inputs: [ 0.03268662 -0.09020527 0.34837997 0.35678689 0.07298787 0.14421775
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final inputs: [ 0.0581482]
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oet: [-1.09164271]
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hidden inputs: [-0.11434971 -0.11260586 -0.36368755 0.69884 -0.263882 0.22459218
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hidden Outputs: [ 0.47144368 0.47187824 0.41006721 0.66793053 0.43440967 0.55591321
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final inputs: [ 0.06795876]
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oet: [ 1.71020532]
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hidden inputs: [-1.05328209 0.18183984 0.41567036 0.15911943 0.08752813 -0.22611624
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final inputs: [ 0.08334675]
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oet: [-0.60412705]
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hidden inputs: [-0.41017101 0.06865569 0.73349414 0.36766185 0.452818 -0.33483532
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hidden Outputs: [ 0.39887112 0.51715718 0.67557157 0.59089388 0.61130903 0.41706458
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final inputs: [ 0.14914337]
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oet: [ 0.36101781]
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hidden inputs: [ 0.43935332 0.00296979 0.17958678 0.62565504 0.15666652 -0.64796307
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hidden Outputs: [ 0.60810493 0.50074245 0.54477642 0.6515036 0.53908672 0.3434487
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final inputs: [ 0.16642154]
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oet: [ 0.2996352]
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oet: [-0.41479573]
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hidden inputs: [-1.10027582 0.2838846 0.3000542 0.3753776 0.14600607 -0.37937437
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oet: [-1.05411279]
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hidden inputs: [ 0.26582498 -0.17421419 0.09680686 -0.41692929 0.4651143 -0.57937472
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hidden Outputs: [ 0.56606766 0.45655628 0.52418283 0.39725178 0.61422673 0.35907648
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oet: [ 0.27930743]
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hidden inputs: [ 0.26564531 -0.02978494 -0.20952204 0.56043897 -0.0388799 0.30429668
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hidden Outputs: [ 0.56602353 0.49255432 0.44781028 0.6365541 0.49028125 0.57549254
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final inputs: [ 0.13049532]
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oet: [ 1.84062571]
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hidden inputs: [ 0.04979798 0.22957615 -0.09455982 0.00787838 0.2506815 -0.59430767
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hidden Outputs: [ 0.51244692 0.55714328 0.47637764 0.50196958 0.56234423 0.35564709
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final inputs: [ 0.0376242]
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oet: [ 0.47253699]
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hidden inputs: [ 0.48836946 -0.09969041 -0.16471976 0.01093257 0.08311632 -0.38527066
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hidden Outputs: [ 0.61972224 0.47509802 0.45891292 0.50273311 0.52076713 0.40485631
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final inputs: [ 0.01605508]
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oet: [-0.99441903]
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hidden inputs: [ 0.56154181 -0.10744918 -0.36338168 0.00843419 0.19265098 -0.43415677
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hidden Outputs: [ 0.63680921 0.47316352 0.4101412 0.50210854 0.54801434 0.39313417
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final inputs: [ 0.11863905]
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oet: [-1.14110745]
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hidden inputs: [-0.42331066 0.38127635 1.04409272 0.15602394 -0.23537426 -0.04589506
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hidden Outputs: [ 0.39572481 0.59418091 0.73963893 0.53892705 0.44142661 0.48852825
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final inputs: [ 0.0793508]
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oet: [ 0.73402846]
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hidden inputs: [ 0.50392625 0.12536347 0.12420951 -0.19973528 0.10677878 -0.46272419
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hidden Outputs: [ 0.62338157 0.53129989 0.53101252 0.45023153 0.52666936 0.38633977
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final inputs: [-0.02317169]
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oet: [-0.96070532]
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hidden inputs: [ 0.73500642 0.25768659 0.02378663 -0.12921577 0.41133174 -0.55323901
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hidden Outputs: [ 0.67590293 0.56406752 0.50594638 0.46774093 0.60140716 0.36511326
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final inputs: [ 0.04833469]
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oet: [-0.20525329]
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hidden inputs: [-0.05583851 0.16457423 0.54874064 0.01065272 -0.14711018 0.27886326
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oet: [-0.7185305]
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hidden inputs: [-0.24272438 0.22412599 0.14422318 0.25750148 0.03721792 0.13081801
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hidden Outputs: [ 0.43961508 0.55579812 0.53599343 0.564022 0.50930341 0.53265794
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final inputs: [ 0.0270137]
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oet: [-0.92819487]
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...,
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hidden inputs: [-0.76432951 0.34490711 0.33298247 0.33463398 0.11066966 -0.72215016
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hidden Outputs: [ 0.31770702 0.58538202 0.58248488 0.58288647 0.52763921 0.32691968
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final inputs: [ 0.04879156]
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oet: [-1.08779913]
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hidden inputs: [ 0.69882102 0.17201929 0.07055367 -0.12354819 0.18704698 0.38191834
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hidden Outputs: [ 0.66792633 0.54289909 0.5176311 0.46915218 0.54662588 0.5943357
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final inputs: [-0.13567173]
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oet: [-0.89782278]
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hidden inputs: [-0.11579073 0.17205759 0.6297161 0.05531161 -0.01427613 0.02364663
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hidden Outputs: [ 0.47108462 0.5429086 0.65242509 0.51382438 0.49643103 0.50591138
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final inputs: [-0.01129217]
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oet: [-0.84027149]
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hidden inputs: [-0.01507285 0.49611806 0.66072034 0.57252915 -0.15748703 0.18078262
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hidden Outputs: [ 0.49623186 0.62154663 0.65942218 0.63934656 0.46070942 0.54507296
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final inputs: [-0.04584456]
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oet: [-0.96559773]
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hidden inputs: [-0.99537929 0.46762316 0.48941867 -0.43277582 -0.17504331 -0.21366663
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hidden Outputs: [ 0.26985088 0.61482104 0.61996948 0.39346369 0.45635057 0.44678564
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final inputs: [ 0.06200972]
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oet: [-0.81985143]
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hidden inputs: [-0.25893284 0.69830968 0.60945632 0.46908972 0.16358665 0.14698922
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hidden Outputs: [ 0.43562606 0.6678129 0.64781677 0.61516828 0.5408057 0.53668129
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final inputs: [-0.02291674]
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oet: [-0.73492496]
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hidden inputs: [ 0.13916708 0.11446489 -0.02743703 -0.42821741 0.57746157 0.33725207
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hidden Outputs: [ 0.53473573 0.52858502 0.49314117 0.39455208 0.64048311 0.58352286
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final inputs: [-0.06998647]
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oet: [ 1.21966216]
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oet: [-0.90651303]
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hidden Outputs: [ 0.38911127 0.64468111 0.61870953 0.57791367 0.5584572 0.52962877
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oet: [-0.85378933]
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hidden inputs: [ 0.11174748 -0.10223169 -0.38537335 0.23205559 0.11350797 -0.04676251
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hidden Outputs: [ 0.52790783 0.47446431 0.40483157 0.55775496 0.52834656 0.4883115
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oet: [-0.50255245]
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hidden inputs: [-0.94031944 0.2058536 0.19956763 0.21210369 -0.04102555 -0.1485406
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hidden Outputs: [ 0.28083582 0.55128243 0.54972698 0.55282802 0.48974505 0.46293298
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final inputs: [ 0.02189119]
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oet: [ 0.73635752]
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hidden Outputs: [ 0.47871941 0.54642832 0.54177468 0.59277202 0.55255385 0.47750211
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final inputs: [ 0.04242955]
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oet: [-1.03181961]
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hidden inputs: [ 0.25833533 0.40137741 0.00682296 0.38915769 -0.01909781 0.45093403
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hidden Outputs: [ 0.56422704 0.59901855 0.50170573 0.59607991 0.49522569 0.61086128
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final inputs: [-0.10741294]
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oet: [-0.87095101]
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hidden inputs: [ 0.35157495 0.11389886 0.05781987 -0.27646446 0.16480086 0.24216656
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hidden Outputs: [ 0.58699945 0.52844397 0.51445094 0.43132077 0.54110722 0.5602475
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final inputs: [-0.07816223]
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oet: [-0.2000436]
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hidden inputs: [-0.45309074 0.35110197 0.72956238 0.03191935 -0.20124211 -0.53950669
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hidden Outputs: [ 0.38862617 0.58688478 0.67470923 0.50797916 0.44985858 0.36830235
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final inputs: [ 0.09391406]
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oet: [-0.07992792]
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hidden inputs: [-0.60524906 0.25257486 -0.09679736 0.35364607 0.05189008 0.18242411
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hidden Outputs: [ 0.35314371 0.56281016 0.47581954 0.58750146 0.51296961 0.54547997
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final inputs: [-0.02764256]
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oet: [ 1.1332138]
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hidden inputs: [ 0.12759936 0.07016383 0.4669708 -0.11523845 0.86684013 0.31874128
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hidden Outputs: [ 0.53185663 0.51753377 0.61466654 0.47122223 0.70408777 0.57901746
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final inputs: [-0.01462943]
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oet: [-0.56128143]
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final inputs: [ 0.2107781]
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oet: [-1.05682871]
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hidden inputs: [ 0.15621091 0.01704839 0.31587072 0.24905629 -0.46088347 0.3462552
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oet: [-0.83704249]
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hidden inputs: [-1.09047693 0.24677892 0.19492155 0.34623299 0.08660011 0.22555861
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hidden Outputs: [ 0.25152848 0.56138353 0.54857668 0.58570379 0.52163651 0.55615179
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oet: [-0.4526851]
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hidden inputs: [-0.97561991 0.16704709 0.39718322 0.39868518 0.0362606 -0.33947164
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final inputs: [ 0.13083072]
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oet: [-0.23813181]
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hidden inputs: [-0.90048118 0.13682438 0.28768533 0.32609077 -0.23735294 -0.15616705
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final inputs: [ 0.02996856]
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oet: [-0.57280108]
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hidden inputs: [-0.68296378 0.17106887 0.69293565 -0.11136394 -0.18866885 0.21024003
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oet: [-0.80833215]
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hidden inputs: [-0.81745598 0.33071261 0.42471504 0.18036806 -0.38597121 -0.29257317
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final inputs: [ 0.05198838]
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oet: [-0.92009121]
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hidden Outputs: [ 0.51458247 0.61558635 0.55437872 0.55479344 0.45670793 0.45854785
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oet: [-0.72937591]
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hidden inputs: [-0.12339824 0.46706408 -0.05686459 -0.17611142 0.16093542 -0.07132913
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final inputs: [ 0.02533466]
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oet: [-0.05545296]
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hidden Outputs: [ 0.6057434 0.5683825 0.53350969 0.52004736 0.55567003 0.38708636
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oet: [ 0.7629921]
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hidden inputs: [ 0.07142335 0.06785398 0.29887053 0.13896912 0.60888146 0.03126294
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oet: [ 0.85912181]
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oet: [-1.07444129]
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hidden inputs: [-0.48071122 0.20430743 0.10423326 0.12830077 -0.15892438 0.4621286
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hidden Outputs: [ 0.38208419 0.55089993 0.52603475 0.53203127 0.46035232 0.61351902
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final inputs: [-0.00149675]
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oet: [-0.35389186]
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oet: [-0.32509623]
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hidden inputs: [ 0.30315369 -0.22351501 -0.15784524 0.31543432 -0.22244464 -0.01075755
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hidden Outputs: [ 0.57521328 0.44435273 0.46062042 0.57821116 0.44461702 0.49731064
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final inputs: [ 0.01530547]
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oet: [-1.03777387]
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hidden inputs: [ -6.60518082e-01 -4.03933138e-02 4.45520103e-01 4.42119024e-01
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hidden Outputs: [ 0.34062324 0.48990304 0.60957357 0.60876384 0.51394733 0.4732199
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final inputs: [ 0.17889531]
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oet: [ 0.02253473]
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hidden inputs: [ 0.03988495 -0.01522385 -0.34335101 0.0900063 0.37706357 -0.59180568
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hidden Outputs: [ 0.50996992 0.49619411 0.41499571 0.5224864 0.59316468 0.35622065
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final inputs: [ 0.14071859]
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oet: [-0.05506272]
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hidden inputs: [-0.6484297 0.41633558 -0.17152643 0.14345231 -0.19184739 -0.29783934
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hidden Outputs: [ 0.34334349 0.60260606 0.45722322 0.5358017 0.45218472 0.42608576
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final inputs: [ 0.04193394]
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oet: [ 0.55092308]
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hidden inputs: [ 0.49822515 0.16188716 0.32121244 -0.1782864 0.29890702 -0.16712972
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hidden Outputs: [ 0.62204214 0.54038363 0.5796197 0.45554609 0.57417531 0.45831455
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final inputs: [-0.03344378]
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oet: [-0.95594628]
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hidden inputs: [ 0.09955248 0.14664114 0.06047077 0.35260933 0.25975133 -0.62794469
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hidden Outputs: [ 0.52486759 0.53659473 0.51511309 0.58725019 0.56457516 0.34797672
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oet: [-0.96768624]
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hidden inputs: [ 0.42040942 -0.0839691 -0.23649918 -0.16014118 0.67975967 0.02452145
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hidden Outputs: [ 0.60358122 0.47902005 0.44114925 0.46005004 0.66368506 0.50613006
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oet: [-1.0141082]
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hidden inputs: [-0.48692836 0.80876646 0.34317096 0.03845724 -0.17301791 0.2363677
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hidden Outputs: [ 0.38061743 0.69184658 0.58496058 0.50961312 0.4568531 0.55881833
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oet: [-0.7730793]
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hidden inputs: [ 0.41265992 -0.03248795 -0.07226685 0.2267949 -0.08934415 0.27190115
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hidden Outputs: [ 0.60172551 0.49187873 0.48194115 0.55645694 0.47767881 0.56755957
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oet: [-0.76251126]
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hidden inputs: [-0.54564157 0.44631054 0.43015107 0.46291922 0.2122742 0.20004077
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final inputs: [-0.05665609]
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oet: [-0.06167112]
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hidden inputs: [-0.25166645 0.43709381 0.59597938 0.69691789 -0.09546072 -0.3451017
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hidden Outputs: [ 0.43741337 0.60756633 0.64473591 0.66750408 0.47615293 0.41457075
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final inputs: [ 0.03150904]
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oet: [ 0.99687941]
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hidden inputs: [ 0.12108971 0.41153587 0.7962911 -0.2616738 -0.02298027 -0.60475651
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hidden Outputs: [ 0.53023549 0.60145609 0.68918055 0.4349523 0.49425518 0.35325624
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final inputs: [ 0.08570941]
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oet: [-0.57892443]
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hidden inputs: [-0.85685986 0.37851708 0.73206935 0.58183119 -0.05321681 0.19069544
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hidden Outputs: [ 0.29799583 0.59351539 0.67525921 0.64148865 0.48669894 0.54752991
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final inputs: [ 0.05712884]
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oet: [-0.98587528]
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hidden inputs: [ 0.37617519 0.1876348 0.0018016 0.39253439 0.50377659 0.64398967
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hidden Outputs: [ 0.59295028 0.54677156 0.5004504 0.59689265 0.62334643 0.65565477
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final inputs: [-0.02990972]
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oet: [ 0.16518309]
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hidden inputs: [ 0.39283653 0.22807578 0.32493258 0.02502951 -0.05158571 0.28172877
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hidden Outputs: [ 0.59696535 0.55677305 0.58052589 0.50625705 0.48710643 0.56997
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final inputs: [-0.04130854]
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oet: [-0.80474207]
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hidden inputs: [-0.39927443 0.18910948 0.26528953 -0.09294375 0.50040116 0.09289199
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oet: [ 0.44419089]
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hidden inputs: [-0.48272424 0.21855868 0.33265485 0.44760005 0.08298958 -0.26799055
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hidden Outputs: [ 0.38160904 0.5544232 0.5824052 0.61006847 0.5207355 0.43340048
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oet: [-0.35194775]
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hidden inputs: [-0.08258956 -0.13965482 0.1547552 0.63320052 -0.01941118 0.46611946
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hidden Outputs: [ 0.47936434 0.46514293 0.53861177 0.65321482 0.49514736 0.61446487
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oet: [-0.32679772]
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hidden inputs: [ 0.60652891 0.13685492 0.5221695 -0.04625204 0.19709387 -0.19743715
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final inputs: [ 0.10928949]
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oet: [-0.99944454]
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hidden inputs: [-0.55894332 0.67848907 0.78416011 0.34395317 -0.56852986 -0.27059099
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hidden Outputs: [ 0.36379199 0.66340139 0.68657602 0.58515048 0.36157612 0.43276201
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final inputs: [-0.02361715]
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oet: [-0.83897263]
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hidden inputs: [-0.40105131 0.70999779 0.58857464 -0.01441652 -0.00808661 0.09824442
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final inputs: [-0.04738792]
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oet: [-0.78212351]
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hidden inputs: [-0.42803308 0.18901793 -0.09103236 -0.44504214 0.38695432 -0.02819177
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hidden Outputs: [ 0.39459611 0.54711429 0.47725761 0.39054019 0.5955493 0.49295252
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final inputs: [ 0.02015808]
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oet: [ 0.15921974]
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hidden inputs: [-0.25977988 0.1858257 -0.64753715 -0.08673151 0.10135403 -0.4605627
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hidden Outputs: [ 0.43541782 0.5463232 0.34354475 0.4783307 0.52531684 0.38685235
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final inputs: [ 0.02484877]
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oet: [-0.51255073]
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hidden inputs: [-0.37872244 0.12598842 0.63545782 0.49057241 -0.87162739 -0.48255423
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hidden Outputs: [ 0.40643507 0.53145551 0.65372597 0.62024127 0.29491579 0.38164916
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final inputs: [ 0.15362597]
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oet: [ 3.10755018]
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hidden inputs: [ 0.24257606 0.44173352 0.20541776 -0.32916539 0.17298344 0.14297042
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oet: [-0.01653063]
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hidden inputs: [-0.73344924 0.16738573 0.24213911 0.00613335 0.14374533 -0.14032411
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hidden Outputs: [ 0.32443827 0.541749 0.56024073 0.50153333 0.53587458 0.46497642
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oet: [ 0.64097966]
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hidden inputs: [ 0.28174821 0.24902722 0.6255823 -0.0728657 -0.38023821 0.23607627
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hidden Outputs: [ 0.56997477 0.56193705 0.65148709 0.48179163 0.40606944 0.55874648
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oet: [-0.96138633]
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hidden inputs: [ 0.06696313 0.0844117 0.53630672 0.29416403 0.51033115 0.11050159
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hidden Outputs: [ 0.51673453 0.5210904 0.63095285 0.57301525 0.6248841 0.52759732
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final inputs: [ 0.04685283]
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oet: [ 0.03328998]
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hidden inputs: [-0.46824422 0.04542755 0.93124578 0.07808969 0.67586375 -0.35981022
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final inputs: [ 0.14851047]
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oet: [-0.41569019]
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hidden inputs: [ 0.34192041 0.17485998 -0.34706231 0.18604063 0.07269327 0.47506311
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hidden Outputs: [ 0.58465694 0.54360395 0.41409498 0.54637647 0.51816532 0.61658142
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final inputs: [ 0.1125774]
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oet: [-0.98068023]
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hidden inputs: [-0.36143064 0.18097801 -0.22865991 -0.3146105 0.31592546 -0.61762513
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hidden Outputs: [ 0.41061329 0.54512141 0.4430828 0.42198977 0.57833094 0.35032177
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final inputs: [ 0.16115536]
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oet: [ 0.04027469]
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hidden inputs: [ 0.33186507 0.25935086 0.32523124 0.43026424 -0.02002164 0.07871807
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hidden Outputs: [ 0.58221311 0.56447671 0.58059861 0.60593676 0.49499476 0.51966936
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final inputs: [ 0.0666969]
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oet: [ 2.33995556]
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hidden inputs: [-0.45197243 0.3493048 0.01851267 0.2309625 -0.15906777 0.17717187
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hidden Outputs: [ 0.38889191 0.58644898 0.50462804 0.55748531 0.4603167 0.54417747
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final inputs: [-0.02632981]
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oet: [-0.8693383]
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hidden inputs: [-0.53267758 0.35149474 -0.17581576 0.08921231 0.13958571 0.22607202
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hidden Outputs: [ 0.3698926 0.58698 0.45615893 0.5222883 0.53483988 0.55627852
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final inputs: [-0.07043571]
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oet: [-0.40072708]
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hidden inputs: [-0.05894061 0.49367359 -0.24524746 -0.32162126 0.50813083 -0.58704812
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hidden Outputs: [ 0.48526911 0.62097145 0.4389936 0.42028068 0.62436819 0.35731244
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final inputs: [ 0.07657378]
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oet: [-0.13425736]
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hidden inputs: [-0.15838595 -0.27582043 0.08279881 -0.10800667 -0.03798607 -0.24370345
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hidden Outputs: [ 0.46048608 0.43147875 0.52068788 0.47302455 0.49050463 0.4393739
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final inputs: [ 0.12484185]
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oet: [ 0.64994602]
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hidden inputs: [-0.33367696 0.30816555 0.1542223 0.62300033 -0.1117495 -0.00172589
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hidden Outputs: [ 0.41734623 0.57643743 0.53847934 0.65090062 0.47209166 0.49956853
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final inputs: [ 0.0452436]
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oet: [-0.4392236]
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hidden inputs: [-0.38216877 0.66264024 1.08667046 0.14975613 -0.50963129 0.13196793
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hidden Outputs: [ 0.40560392 0.65985323 0.74775423 0.53736922 0.37527996 0.53294418
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final inputs: [-0.08029582]
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oet: [-0.82088534]
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hidden inputs: [-0.18612828 -0.1319893 0.23008141 0.07570897 0.46160443 -0.23507476
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hidden Outputs: [ 0.4536018 0.4670505 0.55726794 0.51891821 0.61339472 0.44150045
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final inputs: [ 0.07965052]
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oet: [-0.11528188]
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hidden inputs: [-0.27588256 0.22209797 0.34512869 0.5174814 0.06135967 -0.1789873
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hidden Outputs: [ 0.43146351 0.55529737 0.5854358 0.62655865 0.51533511 0.45537225
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final inputs: [ 0.04622176]
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oet: [-1.01907266]
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hidden inputs: [-0.95055234 0.36818311 0.20889985 0.39096713 -0.37058594 -0.2599889
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hidden Outputs: [ 0.27877375 0.59101988 0.55203587 0.59651549 0.40839944 0.43536644
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final inputs: [ 0.11413532]
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oet: [-1.12006455]
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hidden inputs: [-0.35438602 -0.01045957 0.6152413 0.6820381 -0.03554677 0.34848119
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hidden Outputs: [ 0.41231923 0.49738513 0.64913548 0.66419343 0.49111424 0.58624922
0.51287716 0.43941763 0.51893967 0.42785396 0.6165447 0.37810687
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final inputs: [ 0.09798622]
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oet: [ 1.37144672]
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hidden inputs: [-0.80854759 0.33942679 -0.38649884 -0.0540855 0.19450331 -0.45212638
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hidden Outputs: [ 0.30820008 0.58405128 0.40456042 0.48648192 0.54847311 0.38885532
0.3838002 0.24501337 0.48570714 0.49010291 0.54228541 0.52125423
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final inputs: [ 0.04107414]
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oet: [ 0.62345262]
Progress: 0.0% ... Training loss: 1.198 ... Validation loss: 2.067[-0.46417739]
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hidden inputs: [-0.67384744 -0.06710331 -0.53057273 0.60991291 0.13186044 0.19241526
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hidden Outputs: [ 0.33763587 0.48323047 0.37038332 0.64792094 0.53291743 0.54795595
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final inputs: [-0.46417739]
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oet: [ 2.62123593]
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oet: [-0.21583562]
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oet: [-0.47075763]
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oet: [ 1.06491909]
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hidden inputs: [-0.42771868 0.18684219 0.846167 0.27038057 0.16006378 0.16759758
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hidden Outputs: [ 0.39467122 0.54657513 0.69976247 0.56718633 0.53993073 0.54180159
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final inputs: [-0.65358162]
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oet: [ 1.27400393]
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hidden inputs: [ 0.74085477 0.20832276 0.07312519 -0.14425125 0.17872735 0.41687273
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hidden Outputs: [ 0.67718274 0.55189315 0.51827316 0.46399959 0.54456328 0.60273468
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final inputs: [-0.79960829]
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oet: [-0.23388621]
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oet: [ 0.34021759]
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oet: [-0.34373946]
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hidden Outputs: [ 0.46401773 0.49770192 0.52888531 0.54040357 0.47320317 0.53027551
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oet: [ 0.2076806]
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hidden inputs: [ 0.35982629 0.15403157 0.56027401 -0.00190412 0.1633949 0.1258059
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hidden Outputs: [ 0.58899838 0.53843194 0.63651594 0.49952397 0.54075809 0.53141006
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oet: [ 0.25822053]
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hidden inputs: [-0.50317784 0.20072479 0.83084696 0.84479071 -0.32595385 -0.04277121
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hidden Outputs: [ 0.37679416 0.55001339 0.69653398 0.69947323 0.41922544 0.48930883
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oet: [ 0.02599176]
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hidden inputs: [-0.7759058 0.10551953 0.17321107 0.19283095 0.23215328 0.29206848
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hidden Outputs: [ 0.31520295 0.52635543 0.54319483 0.54805891 0.55777905 0.57250246
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final inputs: [-0.40085676]
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oet: [ 1.53399328]
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hidden inputs: [-0.59118137 0.25843645 0.22462061 0.47217013 -0.2282771 -0.085139
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hidden Outputs: [ 0.35636384 0.5642519 0.55592023 0.61589727 0.44317727 0.4787281
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final inputs: [-0.53929862]
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oet: [ 0.43751058]
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hidden inputs: [-0.61207461 0.46641951 0.06319202 0.42047306 0.16763961 -0.11774076
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hidden Outputs: [ 0.3515861 0.61453595 0.51579275 0.60359644 0.54181203 0.47059877
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final inputs: [-0.5647962]
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oet: [ 0.15427702]
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hidden inputs: [-0.59618844 0.13026104 0.45451761 0.12288458 -0.19911346 -0.50067823
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hidden Outputs: [ 0.3552162 0.53251929 0.6117128 0.53068255 0.45038545 0.37738129
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final inputs: [-0.28913377]
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oet: [ 0.01092794]
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hidden inputs: [-0.57333904 0.11904551 0.53839405 0.1025012 -0.38715395 0.35296411
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hidden Outputs: [ 0.36046672 0.52972628 0.63143875 0.52560289 0.40440262 0.58733618
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final inputs: [-0.70819174]
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oet: [-0.22055471]
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oet: [ 0.53211032]
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final inputs: [-0.75503772]
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oet: [ 0.10194408]
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oet: [ 3.83175662]
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oet: [-0.22648782]
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hidden Outputs: [ 0.40457864 0.49166343 0.5051242 0.62802496 0.40615399 0.42731198
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final inputs: [-0.38181489]
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oet: [ 3.80286967]
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hidden Outputs: [ 0.62890892 0.44938326 0.42540649 0.64121624 0.44974663 0.59772811
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final inputs: [-0.60298041]
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oet: [-0.34781826]
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hidden inputs: [ 0.20858604 0.13970674 0.02008684 0.14552382 -0.03348518 -0.07022258
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hidden Outputs: [ 0.55195826 0.53486999 0.50502154 0.53631689 0.49162949 0.48245157
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oet: [ 1.57540138]
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oet: [ 0.06134149]
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hidden inputs: [-0.47348939 0.11454301 -0.3309113 0.31326425 0.2388264 0.13522438
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oet: [-0.03822409]
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oet: [ 3.35446553]
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oet: [ 0.72662344]
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hidden inputs: [-0.03730591 0.20175914 -0.40584704 -0.53141117 0.56544018 -0.50875308
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final inputs: [-0.5658239]
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oet: [ 1.72101264]
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hidden Outputs: [ 0.69992656 0.52522536 0.53667202 0.66754342 0.5295855 0.5454944
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final inputs: [-0.68854196]
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oet: [-0.32841339]
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hidden inputs: [ 0.1388716 0.34083515 -0.0917149 0.43588118 0.64814206 -0.24292635
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hidden Outputs: [ 0.53466221 0.58439338 0.47708733 0.60727716 0.65659166 0.43956532
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final inputs: [-0.61001497]
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oet: [ 1.1146631]
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oet: [-0.48285133]
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hidden Outputs: [ 0.45289951 0.41432767 0.46482522 0.61549162 0.4738375 0.4012711
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final inputs: [-0.53091588]
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oet: [ 0.56144119]
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hidden Outputs: [ 0.56773216 0.62290603 0.50035273 0.38820435 0.64505723 0.42278078
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oet: [ 0.20938663]
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hidden Outputs: [ 0.39304262 0.53303129 0.60623274 0.51563517 0.64776266 0.40998314
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oet: [ 0.61393504]
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hidden Outputs: [ 0.43684798 0.47799568 0.422978 0.56231482 0.55186661 0.58976791
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oet: [ 1.10931814]
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hidden inputs: [ 2.35638542e-01 3.02008747e-01 9.62267540e-01 -8.57206521e-04
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hidden Outputs: [ 0.55863856 0.5749335 0.72357557 0.4997857 0.53108151 0.55864546
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final inputs: [-0.62245151]
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oet: [ 1.22633465]
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oet: [-0.09945525]
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hidden inputs: [ 0.65893491 0.16158725 -0.28987269 -0.21032124 0.30746943 -0.88282907
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hidden Outputs: [ 0.4413767 0.5168797 0.45684096 0.40951139 0.56024643 0.4618474
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oet: [-0.31246554]
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oet: [ 1.01155515]
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oet: [ 0.48315859]
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final inputs: [-0.34714395]
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oet: [ 0.73050485]
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hidden Outputs: [ 0.30695249 0.49594517 0.4194675 0.5555245 0.4660386 0.43550898
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final inputs: [-0.40713333]
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oet: [ 0.4045803]
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hidden Outputs: [ 0.3848997 0.52145865 0.52884297 0.48106667 0.6028435 0.36555387
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oet: [-0.16183782]
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oet: [ 1.28326894]
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oet: [ 0.14999083]
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hidden Outputs: [ 0.17511377 0.57424468 0.5205204 0.51198917 0.51364665 0.39304966
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final inputs: [-0.48286845]
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oet: [-0.08201629]
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final inputs: [-0.45356999]
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oet: [ 1.06296619]
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hidden Outputs: [ 0.59638564 0.5283057 0.5525767 0.42676141 0.54638606 0.490019
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oet: [ 3.77952157]
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hidden Outputs: [ 0.49272631 0.50259264 0.54087398 0.40577644 0.55248632 0.57535329
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oet: [ 0.90195212]
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hidden Outputs: [ 0.63561815 0.47877635 0.37169721 0.4256154 0.61565201 0.46922321
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oet: [-0.48525687]
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hidden inputs: [ -4.14093938e-01 3.00158976e-01 4.81425408e-01 3.44761454e-01
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hidden Outputs: [ 0.39793088 0.57448138 0.61808441 0.58534667 0.47899618 0.44073519
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oet: [ 1.10370475]
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hidden Outputs: [ 0.41345258 0.50259736 0.41821021 0.55338041 0.48241522 0.37198313
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final inputs: [-0.35081248]
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oet: [ 0.39787696]
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oet: [-0.00831805]
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oet: [ 3.04572696]
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hidden Outputs: [ 0.5648347 0.57941785 0.53722553 0.45900941 0.52183464 0.29580283
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oet: [-0.42190589]
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oet: [ 0.69462049]
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hidden Outputs: [ 0.47183278 0.56424591 0.43231624 0.56328876 0.46428641 0.48915459
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oet: [-0.23003806]
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hidden inputs: [-0.05475744 -0.17177316 0.69475629 0.35792525 0.16004302 0.41734472
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hidden Outputs: [ 0.48631406 0.45716199 0.66702415 0.5885381 0.53992557 0.60284769
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final inputs: [-0.5291455]
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oet: [ 1.48035117]
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hidden Outputs: [ 0.35209597 0.59400214 0.51532428 0.42623264 0.4949722 0.49832668
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final inputs: [-0.7019214]
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oet: [ 0.26383695]
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hidden Outputs: [ 0.63326619 0.58783008 0.6603569 0.40409106 0.60834963 0.32633224
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final inputs: [-0.54351122]
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oet: [ 0.33697512]
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hidden Outputs: [ 0.32955419 0.57117156 0.56421521 0.51091064 0.36757724 0.49042179
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final inputs: [-0.52432091]
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oet: [-0.06261606]
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hidden Outputs: [ 0.2650345 0.59496811 0.63793571 0.58895129 0.45896732 0.48571196
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final inputs: [-0.53506266]
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oet: [ 1.63299238]
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oet: [ 1.10870344]
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hidden Outputs: [ 0.46214757 0.54594925 0.46362468 0.63094135 0.53970151 0.42256855
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final inputs: [-0.5416265]
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oet: [ 2.32530363]
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oet: [ 0.33680031]
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hidden Outputs: [ 0.32650927 0.68370364 0.69068668 0.48134995 0.59244473 0.39977275
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oet: [ 3.78875421]
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oet: [ 0.28838651]
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hidden inputs: [-0.29053685 -0.14073672 0.83569633 0.40240246 -0.10653188 -0.16839125
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hidden Outputs: [ 0.42787244 0.46487378 0.69755804 0.59926474 0.47339219 0.45800138
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oet: [ 2.43899981]
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oet: [-0.00140286]
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oet: [-0.07699772]
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hidden Outputs: [ 0.57880929 0.44311394 0.60900595 0.66076881 0.4259728 0.45664519
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final inputs: [-0.57206781]
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oet: [-0.38975697]
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hidden inputs: [-0.09761066 0.36720838 -0.28860115 -0.16355334 0.12218625 0.30028029
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final inputs: [-0.70911021]
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oet: [-0.19758401]
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hidden inputs: [ 0.32511314 -0.21830635 0.22848319 0.62987845 0.16458865 0.16397902
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hidden Outputs: [ 0.58056986 0.44563913 0.55687359 0.6524619 0.54105453 0.54090314
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final inputs: [-0.56853489]
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oet: [ 0.20212017]
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hidden Outputs: [ 0.63987952 0.64837983 0.60490383 0.52124105 0.6201927 0.41948073
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final inputs: [-0.57118635]
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oet: [ 1.35700034]
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oet: [ 1.1943473]
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oet: [ 0.66524141]
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hidden Outputs: [ 0.31380535 0.65336377 0.6119879 0.54391975 0.51804926 0.41095989
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oet: [-0.07093132]
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hidden Outputs: [ 0.59335684 0.63954287 0.65886091 0.53679598 0.49611938 0.54714522
0.41407677 0.60475203 0.43571421 0.50081153 0.40015622 0.59949542
0.41340396 0.50276878 0.49303418 0.46411695 0.45251545 0.54057028
0.59551135]
final inputs: [-0.76808436]
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oet: [ 0.25833017]
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X: [ 0. 0. -0.19208513 0.74001598 0.03189788 0. 1.
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...,
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[ 0.10101017 0.09995674 -0.14616692 ..., 0.10631928 -0.04939194
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hidden inputs: [-0.0482811 -0.10890137 0.15694051 0.61548428 -0.02664892 0.49637436
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0.0680356 0.20632894 0.16873442 -0.35355664 0.19008134 -0.15846305
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hidden Outputs: [ 0.48793207 0.47280153 0.53915479 0.64919082 0.49333816 0.62160691
0.53278895 0.60286228 0.33681163 0.47434986 0.41341695 0.59358859
0.51700234 0.55140002 0.5420838 0.41252021 0.54737777 0.46046693
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final inputs: [-0.55987447]
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oet: [ 0.32026003]
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X: [ 0. 0. 0.32724398 1.93215924 -0.45608552 0. 0.
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...,
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hidden inputs: [ 0.3185259 0.17561583 -0.37049335 0.23693927 0.08979495 0.15716355
0.5386028 -0.00939827 -0.37623481 -0.13765416 -0.03531789 0.24164579
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hidden Outputs: [ 0.57896496 0.54379147 0.40842182 0.55895924 0.52243367 0.53921021
0.63148733 0.49765045 0.40703534 0.4656407 0.49117144 0.56011919
0.39095544 0.63067598 0.50995448 0.56280112 0.50605081 0.38469759
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final inputs: [-0.66305549]
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oet: [-0.00106427]
Progress: 0.5% ... Training loss: 2.392 ... Validation loss: 1.946[ 1.40417233]
X: [ 1. 0. 0.74270727 0.1180282 1.86203995 0. 1.
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...,
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hidden inputs: [-0.15188035 0.10225166 0.57466832 1.00832047 -0.16160883 -0.27250574
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hidden Outputs: [ 0.46210273 0.52554067 0.63983967 0.73269133 0.4596855 0.43229204
0.57503703 0.62264331 0.4712314 0.36835764 0.62856206 0.38556363
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final inputs: [ 1.40417233]
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oet: [-1.46185592]
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X: [ 1. 0. -0.5036826 0.42902209 0.76428167 1. 0.
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hidden inputs: [-0.14110043 0.47495875 0.86202722 -0.04581981 -0.04277197 0.31248934
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hidden Outputs: [ 0.4647833 0.61655675 0.70308403 0.48854705 0.48930864 0.57749276
0.60172195 0.5371294 0.61864505 0.6791057 0.52225377 0.52315097
0.44026562 0.56960092 0.50123022 0.45508015 0.58234592 0.41382098
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final inputs: [ 1.17589293]
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oet: [-1.9888652]
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X: [ 0. 0. -1.54234083 0.89551293 -0.21168512 1. 0.
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...,
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hidden inputs: [-0.2121197 0.17446567 0.05232863 0.30413955 0.30322348 0.16164216
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0.10458097 0.36775296 0.04873827 -0.48607891 0.33456852 -0.0316401
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hidden Outputs: [ 0.44716802 0.54350612 0.51307917 0.57545415 0.57523033 0.54032278
0.44490718 0.54927563 0.39363183 0.67118384 0.42622723 0.5688309
0.52612144 0.5909159 0.51218216 0.38081771 0.58287055 0.49209063
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final inputs: [ 1.13818956]
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oet: [-2.1551449]
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X: [ 0. 0. -0.5036826 1.25833914 -1.55384381 0. 0.
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hidden inputs: [ 0.38138251 -0.05041746 -0.43698951 0.06906776 0.2162136 -0.02298453
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hidden Outputs: [ 0.59420651 0.4873983 0.39245854 0.51726008 0.5538438 0.49425412
0.47668938 0.43590723 0.40756771 0.60541466 0.5155029 0.47494744
0.45130358 0.46329758 0.40928438 0.46724772 0.56778172 0.5107809
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final inputs: [ 1.01702938]
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[ 0.10119999]
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oet: [-2.03949777]
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X: [ 0. 0. -1.33460919 0.37718977 -0.82146002 1. 0.
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...,
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hidden inputs: [-0.06798798 0.14942389 -0.09480892 0.19096749 0.53388786 0.01629002
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0.17098687 0.20507311 -0.38898104 -0.36752219 0.33847463 -0.16399497
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hidden Outputs: [ 0.48300955 0.53728662 0.47631551 0.54759731 0.63038944 0.50407241
0.45862565 0.42446438 0.37503517 0.59030712 0.42055978 0.54479173
0.54264288 0.55108936 0.40396262 0.40913988 0.58381994 0.4590929
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final inputs: [ 1.09292567]
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[ 0.10119999]
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oet: [-2.12090713]
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X: [ 1. 1. 0.63884145 0.7918483 0.88607317 0. 1.
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hidden inputs: [ 0.27697377 0.08975383 0.40399719 0.35087783 0.20491372 0.37712319
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hidden Outputs: [ 0.56880415 0.52242341 0.59964765 0.58683043 0.55104992 0.59317907
0.59394815 0.60528746 0.56603659 0.36611341 0.31382839 0.692737
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final inputs: [ 1.25699887]
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oet: [-1.97624919]
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X: [ 0. 0. 0.74270727 0.7918483 -0.45608552 0. 0.
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...,
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hidden inputs: [ 0.54701073 -0.31414991 0.21694869 0.21844321 0.08444662 -0.15486906
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hidden Outputs: [ 0.63344178 0.42210212 0.55402544 0.55439468 0.52109912 0.46135993
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final inputs: [ 1.18233707]
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oet: [-2.1882663]
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X: [ 0. 0. 0.01564651 -1.07411506 -0.69966852 0. 0.
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...,
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hidden Outputs: [ 0.3806609 0.65572107 0.49938213 0.41694429 0.63641875 0.50296022
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final inputs: [ 1.05254341]
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oet: [-0.36596443]
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hidden inputs: [-1.00526276 0.28518259 0.23570875 0.59728635 -0.50801154 -0.23636074
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hidden Outputs: [ 0.26790796 0.57081635 0.55865587 0.64503522 0.37565978 0.44118338
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final inputs: [ 1.21554869]
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oet: [ 0.42478898]
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hidden inputs: [-0.17168451 0.14707473 -0.09191779 -0.45877711 0.60044146 0.1115065
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hidden Outputs: [ 0.45718399 0.53670255 0.47703672 0.38727597 0.6457573 0.52784778
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final inputs: [ 1.2671824]
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oet: [ 0.54406001]
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hidden inputs: [ 0.24575458 0.06229869 0.12492046 -0.36555509 0.6116882 0.42857419
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hidden Outputs: [ 0.56113128 0.51556964 0.53118957 0.4096155 0.64832581 0.60553315
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final inputs: [ 1.05419334]
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oet: [-1.34342528]
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hidden inputs: [-0.25227678 0.06830262 0.06062552 0.43163756 0.31839909 -0.16206481
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hidden Outputs: [ 0.43726319 0.51706902 0.51515174 0.60626463 0.57893405 0.45957224
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final inputs: [ 1.10751448]
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oet: [-2.00318259]
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hidden inputs: [ 0.15421139 -0.09786871 -0.11963643 -0.26935308 0.42798618 -0.58502094
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hidden Outputs: [ 0.53847663 0.47555233 0.47012651 0.43306592 0.60539268 0.35777809
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final inputs: [ 1.31231363]
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oet: [-0.57611715]
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hidden inputs: [ 0.00139093 0.13843195 -0.02201347 -0.29920046 0.41643677 0.28621489
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hidden Outputs: [ 0.50034773 0.53455283 0.49449686 0.42575295 0.60263029 0.57106922
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final inputs: [ 1.14157923]
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oet: [-1.12208004]
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hidden inputs: [ 0.25401673 0.25174184 -0.42850303 0.20540406 -0.03664449 0.02865755
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hidden Outputs: [ 0.56316491 0.56260518 0.39448385 0.55117123 0.4908399 0.5071639
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final inputs: [ 1.00713272]
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oet: [-2.0075489]
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hidden inputs: [-1.26121884 0.14759219 0.09210766 0.14742258 -0.177288 -0.82026562
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hidden Outputs: [ 0.22076415 0.53683121 0.52301065 0.53678904 0.45579373 0.30570728
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final inputs: [ 1.26665139]
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oet: [-1.08727356]
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hidden inputs: [-0.41735285 0.34124077 0.37411471 0.4828518 0.36422531 -0.01468495
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hidden Outputs: [ 0.39715036 0.58449189 0.59245286 0.61842106 0.59006288 0.49632883
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final inputs: [ 1.15286058]
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oet: [-1.49722308]
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hidden inputs: [ 0.08388111 0.30848882 0.80589378 -0.3705057 0.47681929 -0.00352006
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hidden Outputs: [ 0.52095799 0.57651636 0.69123381 0.40841883 0.61699652 0.49911999
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final inputs: [ 1.19766988]
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oet: [-1.8783288]
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hidden inputs: [-0.20769089 0.25048526 0.62426204 0.43914573 -0.04756733 -0.30036422
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hidden Outputs: [ 0.44826312 0.56229594 0.65118726 0.60805546 0.48811041 0.42546845
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final inputs: [ 1.10250699]
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oet: [-2.11946233]
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hidden inputs: [-0.2844965 0.16256356 0.76995528 0.45931208 -0.13753042 -0.12329738
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hidden Outputs: [ 0.42935175 0.54055163 0.68351122 0.61285097 0.46567149 0.46921465
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final inputs: [ 1.31872117]
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oet: [-1.18896085]
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hidden inputs: [-0.43616762 -0.11047596 0.63599526 0.1719116 0.5797606 -0.16931349
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hidden Outputs: [ 0.39265453 0.47240907 0.65384762 0.54287237 0.64101232 0.45777246
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final inputs: [ 1.31083904]
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oet: [-1.58353181]
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hidden inputs: [ 0.20060535 0.60614935 0.33755124 0.03324493 -0.25228855 -0.06213516
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hidden Outputs: [ 0.54998383 0.64706192 0.58359557 0.50831047 0.43726029 0.4844712
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final inputs: [ 0.9529897]
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oet: [-1.9754581]
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hidden inputs: [ 0.28502158 0.19388073 0.2541445 -0.04208252 0.13010812 0.05419423
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hidden Outputs: [ 0.5707769 0.54831892 0.56319634 0.48948092 0.53248122 0.51354524
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final inputs: [ 1.27499715]
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oet: [-0.89714931]
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hidden inputs: [ 0.39785548 0.13920709 -0.22892421 -0.04359122 0.55493392 -0.59939326
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hidden Outputs: [ 0.59817231 0.53474568 0.44301758 0.48910392 0.63527954 0.35448252
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final inputs: [ 1.07447145]
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oet: [-1.41883396]
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hidden inputs: [-0.98131338 0.63686215 0.28932958 -0.114097 -0.06031404 -0.13947289
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hidden Outputs: [ 0.27263126 0.6540438 0.57183199 0.47150665 0.48492606 0.46518819
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final inputs: [ 1.01750908]
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oet: [-1.80842912]
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hidden inputs: [ 0.74591917 0.24788476 0.27038289 0.1089938 0.18558263 0.65761061
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hidden Outputs: [ 0.67828886 0.5616558 0.5671869 0.52722151 0.54626296 0.65872344
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final inputs: [ 1.07831552]
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oet: [-2.08424475]
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hidden inputs: [-0.46242268 -0.02661517 -0.44296354 0.82318624 -0.07841594 0.27249491
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hidden Outputs: [ 0.38641125 0.4933466 0.39103504 0.69491227 0.48040605 0.5677053
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final inputs: [ 1.27516305]
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oet: [ 0.55813158]
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hidden inputs: [-0.52774194 -0.34970537 -0.29565626 0.4554039 0.37760987 -0.3363121
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hidden Outputs: [ 0.3710437 0.41345387 0.42661969 0.61192329 0.5932965 0.41670559
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final inputs: [ 1.30879523]
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oet: [-1.01915629]
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hidden inputs: [-0.77232782 -0.02265779 0.89584994 0.74023461 -0.33121554 -0.36537006
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hidden Outputs: [ 0.31597577 0.49433579 0.71009592 0.67704716 0.41794489 0.40966025
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final inputs: [ 1.38138086]
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oet: [ 0.34716571]
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hidden inputs: [-0.09003493 -0.07942999 -0.1054525 0.64698807 0.28151943 -0.49049656
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hidden Outputs: [ 0.47750646 0.48015294 0.47366128 0.65633141 0.56991869 0.3797766
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final inputs: [ 1.26150018]
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oet: [ 0.07010636]
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hidden inputs: [-0.18784876 0.03527856 0.08588144 -0.21308921 0.50206733 -0.33840768
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hidden Outputs: [ 0.45317542 0.50881872 0.52145717 0.44692836 0.62294504 0.41619632
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final inputs: [ 1.22154743]
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oet: [ 0.80470417]
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hidden inputs: [ 0.21008335 -0.04055188 0.27718085 -0.08523041 0.15389646 0.06235438
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hidden Outputs: [ 0.55232852 0.48986342 0.56885494 0.47870529 0.53839836 0.51558355
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final inputs: [ 1.23760553]
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oet: [-1.71979443]
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hidden inputs: [-0.61769367 0.60912423 0.46973144 -0.2232958 0.39445396 0.01056041
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hidden Outputs: [ 0.35030617 0.647741 0.61532019 0.44440685 0.59735444 0.50264008
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final inputs: [ 1.09587864]
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oet: [-0.59674356]
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hidden inputs: [-0.35543765 0.24400159 0.36784755 0.28029487 0.20645147 -0.48342355
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hidden Outputs: [ 0.41206443 0.56069954 0.59093877 0.56961851 0.55143032 0.38144403
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final inputs: [ 1.32457354]
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oet: [-1.83432773]
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hidden inputs: [ 0.27410479 -0.08159309 0.50316394 -0.27629234 0.49453985 0.26438299
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hidden Outputs: [ 0.56810035 0.47961304 0.62320258 0.43136299 0.62117532 0.56571342
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final inputs: [ 1.33238489]
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oet: [-1.2246768]
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hidden inputs: [-0.59810763 -0.05105538 0.99683254 0.32378394 -0.45547047 -0.01577394
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hidden Outputs: [ 0.35477676 0.48723893 0.73043536 0.58024615 0.3880609 0.4960566
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final inputs: [ 1.31387028]
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oet: [-1.88426808]
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final inputs: [ 1.07831587]
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oet: [-1.89128814]
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hidden inputs: [-0.30215963 0.14481313 -0.12474587 0.10688598 0.39646707 -0.32514165
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hidden Outputs: [ 0.42502963 0.53614015 0.46885391 0.52669608 0.59783854 0.4194232
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final inputs: [ 1.11017989]
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oet: [-1.38838572]
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hidden inputs: [ 0.12103391 0.42253969 -0.00129785 -0.07674991 0.23899844 -0.64691781
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hidden Outputs: [ 0.53022159 0.60409081 0.49967554 0.48082193 0.55946682 0.34368444
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final inputs: [ 1.16569096]
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oet: [-2.03379378]
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hidden inputs: [-0.32087753 0.20907534 0.38003778 -0.32185939 0.19751392 -0.29083732
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hidden Outputs: [ 0.4204619 0.55207926 0.59388221 0.42022267 0.54921857 0.42779889
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final inputs: [ 1.18039252]
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oet: [-1.29320667]
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hidden inputs: [-0.19258047 0.06855019 -0.21303681 0.59813254 0.11054002 0.57299559
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hidden Outputs: [ 0.45200313 0.51713084 0.44694132 0.64522895 0.5276069 0.6394541
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final inputs: [ 1.24427786]
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oet: [-1.29644839]
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hidden inputs: [-0.30519807 0.3261614 -0.04961671 0.2113695 0.05549106 -0.39139275
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hidden Outputs: [ 0.42428727 0.58082509 0.48759837 0.55264651 0.51386921 0.40338207
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final inputs: [ 1.26575944]
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oet: [-0.46891934]
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hidden inputs: [ 0.0672596 0.34317501 -0.06164726 -0.34097685 0.69855697 0.43025891
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hidden Outputs: [ 0.51680856 0.58496156 0.48459306 0.41557221 0.66786776 0.60593549
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final inputs: [ 1.06892953]
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oet: [-0.16734137]
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hidden inputs: [-0.02300914 0.42631822 0.82093862 0.04688148 0.13458771 -0.20899078
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hidden Outputs: [ 0.49424797 0.60499415 0.69443555 0.51171822 0.53359623 0.44794165
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final inputs: [ 1.14957541]
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oet: [-1.7089471]
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hidden inputs: [ 4.78637874e-03 5.98365504e-01 4.37095995e-01 -5.47187254e-02
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hidden Outputs: [ 0.50119659 0.64528227 0.60756685 0.48632373 0.49352863 0.52656815
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final inputs: [ 1.09510249]
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oet: [-0.92123772]
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hidden inputs: [-0.63809003 -0.25462624 0.24410267 -0.015233 0.27849213 -0.32709012
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hidden Outputs: [ 0.34567842 0.43668515 0.56072444 0.49619182 0.56917651 0.41894881
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final inputs: [ 1.37345288]
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oet: [ 0.5921551]
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hidden inputs: [-0.76336087 0.17141081 -0.2277174 0.25586103 0.2013877 0.16295442
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final inputs: [ 1.27345935]
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oet: [-0.72470678]
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hidden inputs: [-0.46678393 0.37892281 0.07393263 0.45200489 -0.51988417 -0.16858393
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hidden Outputs: [ 0.38537773 0.59361327 0.51847474 0.61111581 0.37287932 0.45795355
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final inputs: [ 1.08060124]
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oet: [-1.80536461]
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hidden inputs: [ 0.07841002 0.42493502 0.06154094 0.27741756 0.03441203 0.11481859
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hidden Outputs: [ 0.51959247 0.60466355 0.51538038 0.56891299 0.50860216 0.52867315
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final inputs: [ 1.05321132]
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oet: [-2.03708832]
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hidden inputs: [-0.35314714 0.33546225 0.29642539 0.53631756 -0.44228485 -0.06185741
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hidden Outputs: [ 0.41261946 0.58308783 0.57356844 0.63095537 0.39119667 0.48454058
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final inputs: [ 1.24744195]
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oet: [-0.56086297]
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hidden inputs: [-0.81445936 -0.33614245 0.93372389 0.34097315 0.18442174 -0.68054914
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hidden Outputs: [ 0.30694105 0.41674682 0.71783017 0.58442689 0.5459752 0.33613875
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final inputs: [ 1.54309175]
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oet: [-2.19067233]
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hidden inputs: [ 0.16229826 0.38605479 -0.13377773 0.17295686 0.33779415 0.01383903
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hidden Outputs: [ 0.54048574 0.59533261 0.46660536 0.54313175 0.5836546 0.5034597
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final inputs: [ 1.04075965]
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oet: [-1.97501915]
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hidden inputs: [ 0.05373036 0.11489786 -0.49254772 0.19989472 0.2279692 0.04794966
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hidden Outputs: [ 0.51342936 0.52869291 0.37929357 0.54980794 0.55674675 0.51198512
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final inputs: [ 1.04409291]
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oet: [-1.86257823]
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hidden inputs: [ 0.24318322 0.00616593 -0.12520145 0.40514034 0.25396161 -0.26607803
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hidden Outputs: [ 0.56049795 0.50154148 0.46874046 0.59992205 0.56315135 0.43387019
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final inputs: [ 1.24652745]
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oet: [-2.17527389]
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hidden inputs: [ 0.13931316 0.19647009 0.04532832 0.1517372 -0.20330631 0.28357861
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hidden Outputs: [ 0.53477207 0.54896013 0.51133014 0.53786168 0.44934777 0.57042335
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final inputs: [ 1.16683945]
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oet: [-1.53325418]
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hidden Outputs: [ 0.48956483 0.53369958 0.48361854 0.65530117 0.42907598 0.6339969
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final inputs: [ 1.21972825]
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oet: [-1.73499549]
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final inputs: [ 1.08808882]
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oet: [-1.29462492]
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hidden inputs: [-0.66692979 0.13751669 0.56207494 0.21716444 0.33183287 -0.29237326
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hidden Outputs: [ 0.33918465 0.5343251 0.63693251 0.55407875 0.58220528 0.42742295
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final inputs: [ 1.42167435]
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oet: [ 1.35435287]
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hidden inputs: [-0.34831288 0.33956717 0.15190835 0.10637224 0.22956093 0.12336997
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final inputs: [ 1.29763175]
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oet: [-0.24167802]
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hidden Outputs: [ 0.32737522 0.5374109 0.56693271 0.59784151 0.51868433 0.47796432
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final inputs: [ 1.09264956]
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oet: [-1.91113488]
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hidden inputs: [ 0.27182103 0.4483452 0.58491242 -0.06400131 0.10713818 0.04500938
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hidden Outputs: [ 0.56753991 0.61024572 0.64219697 0.48400513 0.52675895 0.51125044
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final inputs: [ 1.06565431]
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oet: [-0.77050231]
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hidden inputs: [ 0.16931642 -0.10773557 -0.6260464 0.20584006 0.26814892 -0.2283837
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hidden Outputs: [ 0.54222827 0.47309213 0.34840754 0.55127908 0.56663841 0.44315096
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final inputs: [ 1.1003863]
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oet: [-2.11182859]
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hidden Outputs: [ 0.62480103 0.43218993 0.53305984 0.71321853 0.42733165 0.51255522
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final inputs: [ 1.26145904]
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oet: [-2.27841438]
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hidden inputs: [ -6.04893222e-01 -3.75032730e-01 7.48121550e-01 3.58792216e-01
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hidden Outputs: [ 0.353225 0.4073255 0.67876926 0.58874803 0.54943084 0.43678738
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final inputs: [ 1.45037847]
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oet: [-0.38339862]
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hidden Outputs: [ 0.31173397 0.59076885 0.66394447 0.49008162 0.39850178 0.30139505
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final inputs: [ 1.27016551]
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oet: [-1.95082443]
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hidden inputs: [-0.95213813 0.24987422 0.30635995 0.48174973 -0.7203393 -0.28159603
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hidden Outputs: [ 0.27845503 0.56214554 0.57599652 0.61816096 0.32731827 0.43006253
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final inputs: [ 1.25035828]
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oet: [-1.63882524]
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hidden Outputs: [ 0.44365415 0.52427158 0.76818412 0.3841304 0.52702088 0.54525037
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final inputs: [ 1.23570746]
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oet: [-1.28787799]
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hidden inputs: [-0.52448765 0.13761999 0.069163 0.47478424 -0.1124908 -0.74653832
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hidden Outputs: [ 0.37180347 0.5343508 0.51728386 0.6165155 0.47190692 0.32157605
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final inputs: [ 1.33963415]
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oet: [-1.61232693]
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hidden inputs: [ 0.12576356 -0.03932985 0.12260975 0.23195158 0.48154312 0.32489047
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hidden Outputs: [ 0.53139951 0.4901688 0.53061409 0.5577293 0.61811219 0.58051563
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final inputs: [ 1.20320302]
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oet: [-1.43179135]
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hidden inputs: [-1.03867483 0.37313126 0.05292048 0.13002985 -0.08902672 -0.35147254
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hidden Outputs: [ 0.26140577 0.59221538 0.51322703 0.53246174 0.47775801 0.41302538
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final inputs: [ 1.13476825]
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oet: [-1.22001712]
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hidden inputs: [-0.50491336 0.19476431 0.6608689 -0.21724678 0.28892852 -0.22895269
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hidden Outputs: [ 0.37638671 0.54853774 0.65945555 0.44590091 0.5717338 0.44301056
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final inputs: [ 1.18878837]
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oet: [-0.463618]
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hidden inputs: [ 0.36908194 0.42451425 0.62669721 0.19691545 0.59780558 0.84841833
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hidden Outputs: [ 0.59123713 0.60456296 0.65174019 0.5490704 0.6451541 0.70023525
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final inputs: [ 1.03149452]
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oet: [-1.01750838]
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hidden inputs: [ 0.14603029 0.17256202 0.20546822 0.31513612 0.05941428 -0.62332555
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hidden Outputs: [ 0.53644283 0.54303377 0.5511871 0.57813843 0.5148492 0.34902549
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final inputs: [ 1.26044119]
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oet: [-1.32915089]
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hidden inputs: [-1.63668898 0.2393382 -0.00390826 0.31545865 -0.27903872 -0.48748148
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hidden Outputs: [ 0.1629161 0.55955055 0.49902294 0.57821709 0.43068946 0.38048705
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final inputs: [ 1.13309576]
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oet: [ 0.12132799]
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...,
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hidden inputs: [ 0.21486177 0.11787126 0.55864158 0.33380373 0.34104996 0.08586375
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hidden Outputs: [ 0.55350974 0.52943374 0.63613817 0.5826846 0.58444555 0.52145276
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final inputs: [ 1.27587384]
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oet: [-1.97307193]
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hidden inputs: [-0.42749886 0.3785263 0.66094786 -0.15446607 0.50049066 0.55310976
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hidden Outputs: [ 0.39472374 0.59351762 0.65947328 0.46146008 0.62257463 0.63485678
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final inputs: [ 1.07105805]
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oet: [-0.93578468]
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hidden inputs: [-0.40866851 0.23477858 -0.12363247 0.7293817 0.16379002 -0.41230299
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hidden Outputs: [ 0.39923143 0.55842651 0.46913119 0.67466958 0.54085621 0.39836004
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final inputs: [ 1.2924667]
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oet: [-0.57280938]
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hidden inputs: [ 0.74624924 -0.06606302 -0.28758228 0.54107797 0.00965375 -0.069639
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hidden Outputs: [ 0.67836088 0.48349025 0.42859587 0.63206315 0.50241342 0.48259728
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final inputs: [ 1.22639019]
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oet: [-2.10551913]
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hidden inputs: [-0.81679708 0.66407784 -0.02302285 0.00263964 -0.25226275 0.0181666
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hidden Outputs: [ 0.30644397 0.66017582 0.49424454 0.50065991 0.43726664 0.50454153
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final inputs: [ 1.01135812]
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oet: [-1.89048706]
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hidden inputs: [ 0.03031376 0.21649703 -0.0147987 0.68164239 -0.20182021 0.4358907
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hidden Outputs: [ 0.50757786 0.55391384 0.49630039 0.66410516 0.44971551 0.60727943
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final inputs: [ 1.30091757]
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oet: [ 0.0141498]
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hidden inputs: [-0.52890822 0.61037478 0.55734439 -0.30369727 0.13858078 -0.00401917
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hidden Outputs: [ 0.37077156 0.64802629 0.63583786 0.4246539 0.53458986 0.49899521
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final inputs: [ 1.06119258]
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oet: [-1.14644145]
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hidden inputs: [-0.30267253 -0.02650172 -0.17285702 0.20247867 0.39944349 -0.28791405
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hidden Outputs: [ 0.42490429 0.49337496 0.45689303 0.55044743 0.59855394 0.42851462
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final inputs: [ 1.24055513]
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oet: [-0.75244617]
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hidden inputs: [-0.71071941 0.48826302 0.2311088 -0.1520818 -0.15647344 -0.62639903
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hidden Outputs: [ 0.3294399 0.61969716 0.5575214 0.46205266 0.46096126 0.34832749
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final inputs: [ 1.16492522]
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oet: [-1.95584527]
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hidden inputs: [ 0.2648902 0.09564149 0.09778636 0.41349274 0.07466832 0.59298685
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hidden Outputs: [ 0.56583803 0.52389216 0.52442713 0.60192507 0.51865841 0.64405018
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0.45172662 0.69029958 0.55666278 0.52920598 0.52298104 0.52989259
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final inputs: [ 0.99302348]
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oet: [-1.90523076]
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hidden inputs: [-0.5179968 0.25649323 -0.13913825 -0.2416252 0.17490742 0.12285666
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hidden Outputs: [ 0.37332077 0.56377405 0.46527145 0.43988589 0.54361572 0.53067559
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final inputs: [ 1.28748896]
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oet: [ 0.44657067]
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hidden Outputs: [ 0.42204456 0.53809149 0.48376311 0.51347638 0.65352382 0.39334355
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final inputs: [ 1.21613513]
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oet: [ 1.23462178]
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hidden inputs: [ 0.29142752 -0.34182249 0.21388874 -0.06178673 0.31650041 0.24447006
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hidden Outputs: [ 0.57234558 0.41536684 0.55326926 0.48455823 0.57847114 0.56081493
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final inputs: [ 1.2171678]
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oet: [-2.12937507]
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hidden inputs: [ 4.87341717e-01 3.54536342e-01 3.45807499e-01 -5.85890454e-02
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hidden Outputs: [ 0.61948001 0.5877172 0.58560054 0.48535693 0.6636865 0.6106605
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final inputs: [ 1.00010454]
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oet: [-1.87372042]
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hidden inputs: [ -4.25207677e-01 5.01112100e-02 5.77192375e-01 4.12372770e-01
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hidden Outputs: [ 0.39527127 0.51252518 0.64042112 0.60165669 0.49183308 0.57638368
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final inputs: [ 1.19021716]
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oet: [-1.95908498]
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hidden inputs: [-0.17777273 0.19975948 0.65920001 0.05646316 0.32774878 0.14960128
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hidden Outputs: [ 0.4556735 0.54977446 0.65908066 0.51411204 0.58121152 0.53733072
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final inputs: [ 1.08808196]
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oet: [-2.07747202]
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hidden inputs: [-0.55343831 0.56713312 0.42523506 -0.42195639 0.12177399 -0.06973276
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hidden Outputs: [ 0.36506706 0.63810139 0.60473527 0.3960487 0.53040593 0.48257387
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final inputs: [ 1.12156254]
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oet: [-0.18689604]
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hidden inputs: [-0.54390897 -0.1238804 -0.20139593 0.12870533 0.24299576 0.02877462
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hidden Outputs: [ 0.36727873 0.46906945 0.44982051 0.53213199 0.56045178 0.50719316
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final inputs: [ 1.32450461]
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oet: [-0.43945562]
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hidden inputs: [-0.17320566 0.2523781 0.09505553 0.30750937 0.2744807 0.38129427
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hidden Outputs: [ 0.45680652 0.56276175 0.52374601 0.57627721 0.56819258 0.59418523
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final inputs: [ 1.15105164]
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oet: [-1.6001622]
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...,
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hidden Outputs: [ 0.39420536 0.51823646 0.67014572 0.68027339 0.56848821 0.58679782
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final inputs: [ 1.3713361]
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oet: [-2.15123003]
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hidden inputs: [-0.4674222 0.24793651 0.51355922 -0.09537643 0.40186475 -0.32696304
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hidden Outputs: [ 0.38522656 0.56166854 0.62564047 0.47617395 0.5991356 0.41897974
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final inputs: [ 1.181568]
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oet: [-1.59208718]
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hidden inputs: [-0.24971254 0.43605661 -0.07503644 0.22269864 0.14626229 -0.17876034
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hidden Outputs: [ 0.43789425 0.607319 0.48124969 0.5554457 0.53650053 0.45542854
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final inputs: [ 1.15954019]
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oet: [-1.84019911]
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hidden inputs: [-1.06725895 0.24964266 0.54453697 0.05828596 -0.04253698 -0.38875662
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final inputs: [ 1.16427442]
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oet: [-1.37081052]
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hidden inputs: [-0.37699982 -0.05431192 0.14085005 0.49085673 0.05619354 -0.33649906
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hidden Outputs: [ 0.40685071 0.48642536 0.53515441 0.62030823 0.51404469 0.41666015
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final inputs: [ 1.31883764]
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oet: [ 0.73497923]
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hidden inputs: [-1.14403832 -0.07119139 0.07376812 1.12292679 -0.23595899 -0.34872524
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hidden Outputs: [ 0.24157969 0.48220966 0.51843367 0.7545312 0.44128243 0.41369158
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final inputs: [ 1.46764095]
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oet: [-0.44476556]
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hidden inputs: [-0.33798334 0.37492903 -0.37636507 0.12122901 0.0930216 -0.31023861
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hidden Outputs: [ 0.41629943 0.59264947 0.4070039 0.53027019 0.52323864 0.4230565
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final inputs: [ 1.20046528]
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oet: [-1.68816724]
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hidden inputs: [ 0.37951809 0.4969018 0.20683993 0.36866702 0.12002235 0.38719334
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hidden Outputs: [ 0.59375687 0.62173097 0.55152641 0.59113685 0.52996962 0.59560687
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final inputs: [ 1.15606568]
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oet: [-1.55004569]
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hidden inputs: [ 0.74768245 -0.17582652 0.43300259 0.61476006 0.06292455 -0.01077209
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hidden Outputs: [ 0.67867351 0.45615627 0.60659043 0.64902587 0.51572595 0.497307
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final inputs: [ 1.27763978]
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oet: [-1.12031418]
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hidden inputs: [ 0.56369646 0.1587612 1.03161768 -0.31604954 -0.06855652 0.45380567
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hidden Outputs: [ 0.6373074 0.53960714 0.7372294 0.42163881 0.48286758 0.61154368
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0.41927216 0.60422496 0.4239403 0.53456026 0.55954871 0.44820855
0.57466667]
final inputs: [ 1.07271327]
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oet: [-1.92427693]
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hidden inputs: [-0.49309654 0.40074279 0.31404792 0.86929248 -0.18137154 -0.38284902
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hidden Outputs: [ 0.37916437 0.59886611 0.577873 0.70459846 0.45478101 0.40543993
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final inputs: [ 1.40248915]
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oet: [ 0.67337995]
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hidden inputs: [ 0.43929033 0.21422581 0.47788979 0.88401588 -0.22796711 -0.05079235
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hidden Outputs: [ 0.60808992 0.55335257 0.61724946 0.70765372 0.44325376 0.48730464
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final inputs: [ 1.27537557]
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oet: [-2.31438314]
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hidden inputs: [-0.62128066 0.02900955 0.04486443 0.33976711 -0.32786288 -0.18457334
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hidden Outputs: [ 0.34949024 0.50725188 0.51121423 0.58413395 0.41876071 0.45398722
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0.37434907 0.34884753 0.55194338 0.34065887 0.49577558 0.51319687
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final inputs: [ 1.16759021]
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oet: [-0.96616016]
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hidden inputs: [-0.6203302 0.15364007 0.04793139 0.47295312 0.18086271 0.13121381
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hidden Outputs: [ 0.34970636 0.53833464 0.51198055 0.61608248 0.54509282 0.53275647
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final inputs: [ 1.09272798]
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oet: [-2.10968332]
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hidden inputs: [ 0.12083479 0.01977915 0.20001937 0.66024304 -0.2081724 -0.23705437
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hidden Outputs: [ 0.53017199 0.50494463 0.54983879 0.65931498 0.44814403 0.44101238
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final inputs: [ 1.29254334]
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oet: [-0.58942519]
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hidden inputs: [ 0.3125825 -0.11859289 0.44102919 0.09924397 0.41371436 -0.01398254
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hidden Outputs: [ 0.5775155 0.47038648 0.60850424 0.52479065 0.60197818 0.49650442
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final inputs: [ 1.11098006]
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oet: [-2.12242235]
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hidden inputs: [-0.14063768 0.3281403 0.7497132 0.41208834 0.59944155 0.08645158
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hidden Outputs: [ 0.46489842 0.58130681 0.6791162 0.60158852 0.64552853 0.52159944
0.44098954 0.44693519 0.49710172 0.53470244 0.42670055 0.4111745
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final inputs: [ 1.23987238]
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oet: [-0.97228566]
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hidden inputs: [ 0.09046797 -0.12259837 -0.15222681 -0.10540366 0.48820237 -0.04638855
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hidden Outputs: [ 0.52260158 0.46938874 0.46201662 0.47367346 0.61968287 0.48840494
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final inputs: [ 1.18391501]
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oet: [ 0.27449182]
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hidden inputs: [-0.80897924 0.29739692 1.0619736 -0.38604168 0.63874793 0.27435308
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hidden Outputs: [ 0.30810806 0.57380605 0.74306752 0.40467055 0.65447037 0.56816127
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final inputs: [ 1.13808305]
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oet: [-1.51001084]
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hidden Outputs: [ 0.3674752 0.55276853 0.44512113 0.48003131 0.52954216 0.45282248
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final inputs: [ 1.19939798]
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oet: [-1.73120439]
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hidden inputs: [-0.46251686 0.03587254 0.33168774 -0.72197812 0.64277779 -0.30920858
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hidden Outputs: [ 0.38638892 0.50896717 0.58216997 0.32695754 0.65538111 0.42330793
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final inputs: [ 1.24776795]
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oet: [-0.58875425]
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hidden inputs: [ -1.10044461e-01 3.94844577e-02 -1.77921924e-02 -4.77666640e-02
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hidden Outputs: [ 0.47251661 0.50986983 0.49555207 0.4880606 0.59274533 0.55130022
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final inputs: [ 1.05749561]
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oet: [-0.99940502]
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hidden inputs: [-0.48693575 -0.1668911 0.20956891 0.92030575 0.04608676 0.00829224
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hidden Outputs: [ 0.38061569 0.4583738 0.55220131 0.7151044 0.51151965 0.50207305
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final inputs: [ 1.49662453]
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oet: [-0.48477524]
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hidden Outputs: [ 0.27554904 0.4971184 0.49742854 0.65760815 0.46970053 0.33164654
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final inputs: [ 1.47313025]
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oet: [ 0.99967889]
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hidden inputs: [-1.19767032 0.21064071 0.39522065 0.13482711 -0.19274115 -0.3860848
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hidden Outputs: [ 0.23188991 0.55246633 0.59753883 0.53365581 0.45196333 0.40466016
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final inputs: [ 1.21593611]
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oet: [-2.19430006]
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hidden inputs: [-0.21895441 0.42518679 0.00259557 0.3140008 -0.287862 -0.20567925
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hidden Outputs: [ 0.44547904 0.60472373 0.50064889 0.57786151 0.42852736 0.44876069
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final inputs: [ 1.05163965]
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oet: [-1.91974248]
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hidden Outputs: [ 0.47774938 0.50203892 0.59154801 0.6374272 0.49215273 0.65078451
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final inputs: [ 1.21825228]
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oet: [-2.15251178]
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hidden inputs: [-0.78829427 0.37089344 0.56991863 0.46950031 -0.45057295 -0.52907792
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hidden Outputs: [ 0.31253504 0.59167485 0.6387444 0.61526548 0.38922455 0.37073197
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final inputs: [ 1.22247135]
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oet: [-0.91078018]
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hidden inputs: [-0.02099324 -0.03465501 0.10844919 0.37961412 0.3457158 -0.14088371
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hidden Outputs: [ 0.49475188 0.49133711 0.52708576 0.59378003 0.58557829 0.46483721
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final inputs: [ 1.24002214]
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oet: [ 0.14671496]
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hidden inputs: [ 0.30063079 0.03969716 -0.0146004 -0.11211028 0.44443235 -0.29750992
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hidden Outputs: [ 0.57459671 0.50992299 0.49634996 0.47200175 0.60931466 0.42616632
0.47636472 0.40947586 0.41051985 0.55153647 0.38479318 0.58912184
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final inputs: [ 1.06497046]
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oet: [-2.02679524]
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hidden inputs: [ 0.22955926 0.22246042 -0.01649111 0.71004861 -0.06941796 0.05128145
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hidden Outputs: [ 0.55713911 0.55538687 0.49587732 0.6704119 0.48265248 0.51281755
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final inputs: [ 1.1746335]
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oet: [-2.16953662]
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...,
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hidden inputs: [-0.02978706 -0.15870051 -0.11769264 0.48594048 0.04730569 -0.26059607
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hidden Outputs: [ 0.49255378 0.46040793 0.47061076 0.61914965 0.51182422 0.43521719
0.46622409 0.38756464 0.48112303 0.56407494 0.45728858 0.57139321
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final inputs: [ 1.09925251]
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oet: [-2.06659035]
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hidden inputs: [ 0.2648902 0.09564149 0.09778636 0.41349274 0.07466832 0.59298685
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hidden Outputs: [ 0.56583803 0.52389216 0.52442713 0.60192507 0.51865841 0.64405018
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final inputs: [ 0.99302348]
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oet: [-1.90523076]
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hidden inputs: [-0.40844662 -0.28736303 0.13617195 0.23897899 -0.51390518 -0.17405908
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hidden Outputs: [ 0.39928465 0.42864956 0.53399048 0.55946202 0.37427851 0.45659476
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final inputs: [ 1.15281445]
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oet: [-1.75629059]
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X: [ 1. 0. 0.11951233 -1.95526442 1.86203995 1. 0.
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hidden inputs: [-1.04245761 0.20389172 0.79067126 0.09559699 0.11048946 -0.94821857
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hidden Outputs: [ 0.26067608 0.55079707 0.68797544 0.52388106 0.5275943 0.27924322
0.40189352 0.43439865 0.58769954 0.37388884 0.55409671 0.56686146
0.54105868 0.29190495 0.48473776 0.30043712 0.50229447 0.65035082
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final inputs: [ 1.40978108]
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oet: [-1.49502995]
Progress: 1.0% ... Training loss: 6.148 ... Validation loss: 8.677[-2.71056148]
X: [ 1. 0. -0.5036826 0.42902209 -0.82146002 1. 0.
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hidden inputs: [ 0.17332035 0.71308226 -0.08419986 -0.02371809 -0.05306825 0.19123647
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hidden Outputs: [ 0.54322194 0.67108187 0.47896246 0.49407076 0.48673605 0.54766394
0.42002387 0.4208972 0.55616804 0.6567315 0.36953851 0.59472776
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final inputs: [-2.71056148]
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oet: [ 2.90096542]
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X: [ 0. 0. 0.63884145 0.53268672 -0.69966852 0. 0.
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hidden inputs: [-0.05279813 0.23941271 0.38659873 -0.18172362 0.04354608 0.26661394
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hidden Outputs: [ 0.48680353 0.55956892 0.59546364 0.45469371 0.5108848 0.56626144
0.5952181 0.39407981 0.4667138 0.57915605 0.61077503 0.50722003
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final inputs: [-2.38220203]
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oet: [ 1.44794253]
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X: [ 0. 1. -0.71141425 0.68818367 -0.21168512 0. 0.
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...,
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hidden inputs: [ 0.42049958 0.5282364 0.19066975 0.26102719 0.41292619 0.46487311
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hidden Outputs: [ 0.60360279 0.62907169 0.54752355 0.56488878 0.60178932 0.61416958
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final inputs: [-2.66606948]
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oet: [ 1.79245359]
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hidden inputs: [-0.62840205 -0.37345296 -0.26096194 0.43419438 -0.45836018 -0.17628493
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hidden Outputs: [ 0.34787296 0.40770693 0.43512726 0.6068748 0.38737491 0.45604254
0.46831727 0.44974302 0.5600402 0.53490462 0.62864623 0.54396367
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final inputs: [-2.04163033]
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oet: [ 3.02040128]
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hidden inputs: [ 0.59939827 0.19942758 0.70753615 0.33133507 -0.24241352 0.39119123
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hidden Outputs: [ 0.64551863 0.54969231 0.66985651 0.58208419 0.43969166 0.59656943
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final inputs: [-2.58838345]
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oet: [ 1.94631592]
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...,
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hidden inputs: [-0.0270225 0.62428028 0.24949596 -0.51700749 0.3311209 -0.478082
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hidden Outputs: [ 0.49324479 0.65119141 0.56205244 0.37355225 0.58203208 0.38270514
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final inputs: [-2.4350218]
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oet: [ 2.01898956]
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hidden inputs: [-0.54584618 0.18325673 0.23892416 0.54660746 -0.01071518 -0.1249372
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hidden Outputs: [ 0.36682866 0.5456864 0.55944851 0.63334814 0.49732123 0.46880626
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final inputs: [-2.23172626]
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oet: [ 1.23131009]
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hidden inputs: [ 0.51297443 -0.09604195 -0.55038215 0.18306057 -0.22466833 -0.24552448
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hidden Outputs: [ 0.62550349 0.47600795 0.36577575 0.54563776 0.44406799 0.43892538
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final inputs: [-2.19924856]
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oet: [ 1.18780628]
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hidden inputs: [ 0.09666462 0.62845324 0.71588262 0.41344306 0.10070048 -0.43058556
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hidden Outputs: [ 0.52414735 0.65213866 0.6716997 0.60191317 0.52515387 0.39398651
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final inputs: [-2.27863575]
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oet: [ 1.45463737]
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hidden inputs: [ 0.52856886 0.28047182 0.10825622 0.18114111 0.06538455 0.19356281
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hidden Outputs: [ 0.62914926 0.56966189 0.52703766 0.54516186 0.51634032 0.54824018
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final inputs: [-2.45508457]
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oet: [ 1.53736424]
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X: [ 0. 0. -0.81528007 0.68818367 0.03189788 0. 0.
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hidden inputs: [ 2.91577260e-01 6.01457988e-02 3.17082416e-01 -8.94366001e-02
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hidden Outputs: [ 0.57238223 0.51503192 0.57861305 0.47765574 0.5457054 0.49014376
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final inputs: [-2.43098039]
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oet: [ 2.786776]
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X: [ 1. 0. -0.19208513 -1.54060589 -0.21168512 0. 1.
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hidden inputs: [-0.61695501 0.50629394 0.46320239 0.1887054 -0.32745983 -0.2885042
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hidden Outputs: [ 0.3504743 0.62393729 0.6137736 0.54703685 0.41885881 0.4283701
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final inputs: [-2.21500888]
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oet: [ 2.75273535]
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hidden inputs: [ 0.59701474 0.27276306 0.14750566 -0.14542167 0.53455844 0.05039482
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hidden Outputs: [ 0.64497303 0.56777111 0.5368097 0.46370852 0.63054567 0.51259604
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final inputs: [-2.57848063]
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oet: [ 2.28924869]
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...,
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hidden inputs: [-0.42338964 0.21246845 0.96311336 -0.32677488 0.16656922 0.10589456
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hidden Outputs: [ 0.39570593 0.55291819 0.72374472 0.41902555 0.54154629 0.52644893
0.35990488 0.50315889 0.60227425 0.35762365 0.43850641 0.55872323
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final inputs: [-2.27409576]
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oet: [ 2.61886527]
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...,
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hidden inputs: [-0.489906 0.2075029 0.008741 -0.07293511 0.29269143 0.01174093
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hidden Outputs: [ 0.37991571 0.55169039 0.50218524 0.4817743 0.57265491 0.5029352
0.43677735 0.30389016 0.55919085 0.46406473 0.50795906 0.5076227
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final inputs: [-2.17432551]
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oet: [ 2.08907664]
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...,
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hidden inputs: [ 0.02294542 0.4557653 0.43322329 0.11766122 0.24430756 0.2378796
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0.04295685 -0.18659485 -0.26796414 0.19591609 -0.02563557 0.45220505
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hidden Outputs: [ 0.5057361 0.61200911 0.6066431 0.52938142 0.5607749 0.55919104
0.51241816 0.48904372 0.43091904 0.43331464 0.35779034 0.60751788
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final inputs: [-2.46270663]
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oet: [ 2.00808301]
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...,
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hidden inputs: [ 0.25687506 0.5344034 0.07317353 0.07712663 -0.18210374 -0.48769705
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hidden Outputs: [ 0.56386796 0.63050955 0.51828522 0.5192721 0.45459946 0.38043623
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final inputs: [-2.48090135]
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oet: [ 2.67130528]
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...,
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hidden inputs: [-0.74129079 0.01025451 0.34365249 0.86070668 0.19091404 -0.24051437
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hidden Outputs: [ 0.32272195 0.50256361 0.58507748 0.70280828 0.54758407 0.4401596
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final inputs: [-2.13297438]
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oet: [ 1.28692378]
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X: [ 1. 0. -1.43847501 -1.07411506 0.76428167 1. 0.
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hidden inputs: [-0.63657555 0.46646121 0.62165595 0.51857418 0.09703363 0.17386632
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hidden Outputs: [ 0.34602105 0.61454583 0.65059507 0.6268143 0.52423939 0.54335741
0.29502213 0.32535989 0.40562941 0.4846011 0.61991309 0.45470882
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final inputs: [-2.44588583]
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oet: [ 1.45649577]
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X: [ 0. 0. 0.22337816 0.27352514 -0.21168512 0. 0.
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hidden inputs: [-0.04195686 0.06665299 0.251742 -0.6016365 0.59803186 0.05886157
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hidden Outputs: [ 0.48951232 0.51665708 0.56260522 0.35396938 0.6452059 0.51471114
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final inputs: [-2.38411454]
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oet: [ 2.52490097]
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hidden inputs: [-0.52332882 0.04376719 0.5809761 0.32230507 0.32073006 -0.20305193
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hidden Outputs: [ 0.37207417 0.51094005 0.64129197 0.57988591 0.57950216 0.44941072
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final inputs: [-2.02294553]
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oet: [ 2.31809753]
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X: [ 0. 0. 1.05430474 0.58451904 -0.69966852 0. 0.
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hidden inputs: [-0.00735864 0.16273647 -0.09392506 -0.09682135 0.1189855 0.52464378
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hidden Outputs: [ 0.49816035 0.54059457 0.47653598 0.47581355 0.52971133 0.628233
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final inputs: [-2.45707285]
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oet: [ 2.1568148]
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hidden inputs: [-0.16668881 0.63464344 0.48368171 -0.05929534 0.0575697 -0.14479468
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hidden Outputs: [ 0.45842402 0.6535416 0.61861688 0.48518051 0.51438845 0.46386444
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final inputs: [-2.55510949]
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oet: [ 1.57123249]
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...,
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hidden inputs: [-0.29787717 -0.05247452 0.34067487 0.64697772 0.06347703 0.02711702
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hidden Outputs: [ 0.42607651 0.48688438 0.58435445 0.65632908 0.51586393 0.50677884
0.49796586 0.39619147 0.49120313 0.46912569 0.57915068 0.44812277
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final inputs: [-2.21880602]
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oet: [ 3.23616836]
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...,
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hidden inputs: [-0.06675587 -0.02193368 0.00627805 0.0350079 0.6046699 -0.63301935
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hidden Outputs: [ 0.48331723 0.4945168 0.50156951 0.50875108 0.64672398 0.34682623
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final inputs: [-2.12032949]
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oet: [ 2.76280402]
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hidden inputs: [ 0.095646 0.26559353 -0.17616319 0.27326073 0.37698278 0.92721745
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hidden Outputs: [ 0.52389329 0.5660108 0.45607275 0.56789323 0.59314518 0.71651043
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final inputs: [-2.46875372]
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oet: [ 4.1201175]
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hidden inputs: [-0.36851901 0.54928059 0.34804662 0.51352592 -0.28950567 -0.02918891
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hidden Outputs: [ 0.40889893 0.63396867 0.58614381 0.62563267 0.42812489 0.49270329
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final inputs: [-2.49190699]
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oet: [ 2.51140618]
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hidden inputs: [-0.59459957 -0.03030249 0.50458169 0.53646996 -0.14748632 0.30890016
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hidden Outputs: [ 0.3555802 0.49242496 0.62353544 0.63099086 0.46319511 0.57661678
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final inputs: [-2.56643652]
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oet: [ 1.67628147]
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hidden inputs: [ 0.3242155 0.29929355 0.47375928 0.77112442 0.1400366 0.2170512
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hidden Outputs: [ 0.58035126 0.57426981 0.61627314 0.68376408 0.53495205 0.55405077
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final inputs: [-2.45534327]
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oet: [ 1.43838793]
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hidden inputs: [ 0.48012491 0.07731713 0.57927725 0.55139109 -0.11784813 -0.0028449
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hidden Outputs: [ 0.61777737 0.51931966 0.64090108 0.63445827 0.47057202 0.49928878
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final inputs: [-2.30095155]
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oet: [ 3.44511418]
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hidden inputs: [ 0.1853651 0.51013694 0.02746326 0.15599152 -0.04157585 0.20336546
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hidden Outputs: [ 0.54620904 0.62483858 0.50686538 0.53891899 0.48960753 0.55066686
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final inputs: [-2.68657262]
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oet: [ 1.70269562]
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X: [ 0. 0. 0.53497563 1.05100987 -1.55384381 0. 0.
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hidden inputs: [-0.1025058 0.13141491 -0.27780795 0.10837569 -0.38235092 0.23784944
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hidden Outputs: [ 0.47439597 0.53280653 0.43099127 0.52706744 0.40556001 0.55918361
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final inputs: [-2.42440085]
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oet: [ 1.52873274]
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...,
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hidden inputs: [-0.36999731 0.37635074 0.55925485 -0.02185939 -0.0589942 -0.20377333
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hidden Outputs: [ 0.40854167 0.59299265 0.63628011 0.49453537 0.48525573 0.44923222
0.45982279 0.57498402 0.36285742 0.58838392 0.40264971 0.51599468
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final inputs: [-2.48002036]
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oet: [ 2.25143203]
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...,
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hidden inputs: [ 0.33649126 0.07135306 0.12480633 0.40061228 0.0633335 0.23788405
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hidden Outputs: [ 0.58333796 0.5178307 0.53116114 0.59883476 0.51582808 0.55919214
0.52762071 0.50597717 0.50610868 0.49356686 0.45388726 0.58459671
0.40647125 0.57508832 0.60561801 0.3344486 0.45998958 0.44234413
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final inputs: [-2.43310033]
[[-0.67639461]
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oet: [ 3.54418462]
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...,
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hidden inputs: [ 0.4207134 0.2205276 -0.01907528 0.33363652 0.46405703 0.67850961
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hidden Outputs: [ 0.60365395 0.55490955 0.49523132 0.58264393 0.61397617 0.66340598
0.54482988 0.59493539 0.44231643 0.5288691 0.29499792 0.64216816
0.47493462 0.5915912 0.4687748 0.37420855 0.46433641 0.45774592
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final inputs: [-2.55501029]
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oet: [ 2.69028366]
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X: [ 0. 0. 0.95043892 0.1180282 -0.21168512 0. 0.
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...,
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hidden inputs: [ 0.18501027 -0.0921859 0.32990156 -0.57180015 0.256702 0.14453573
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0.00377652 -0.20138495 -0.19544019 -0.24371988 -0.23938313 0.09733016
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hidden Outputs: [ 0.54612109 0.47696983 0.58173542 0.36082155 0.5638254 0.53607116
0.75606688 0.41690454 0.64164152 0.54222934 0.44570752 0.48391892
0.50094413 0.44982323 0.45129489 0.43936985 0.44043837 0.52431335
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final inputs: [-2.26397808]
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oet: [ 3.72789796]
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X: [ 1. 0. 1.15817056 -1.07411506 -0.69966852 0. 0.
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...,
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hidden inputs: [-0.69243825 0.36099758 0.05890024 -0.07724956 0.25366889 -0.15990783
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hidden Outputs: [ 0.33349089 0.5892819 0.5147208 0.48069721 0.56307933 0.46010801
0.36470819 0.25700213 0.54592092 0.43890675 0.54963252 0.50238527
0.49652244 0.37435102 0.55287757 0.32600619 0.4352135 0.53366345
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final inputs: [-2.11854238]
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oet: [ 3.01461748]
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X: [ 0. 0. -1.64620666 -0.81495348 -0.21168512 1. 0.
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...,
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hidden inputs: [-0.54709369 0.36679673 0.16406139 0.07376539 -0.20514419 0.08410261
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hidden Outputs: [ 0.36653896 0.59068473 0.5409236 0.51843299 0.44889306 0.52101327
0.26852501 0.4288209 0.38765962 0.67791302 0.43808482 0.4465916
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final inputs: [-2.5127097]
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oet: [ 1.78243328]
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hidden inputs: [-0.28926987 0.02975676 -0.06642682 0.15680088 0.23196312 -0.48592708
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0.09868889 -0.38514879 -0.13810025 -0.78775336 0.08369118 -0.56036179
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hidden Outputs: [ 0.42818262 0.50743864 0.4833994 0.5391201 0.55773215 0.38085351
0.53653384 0.38321875 0.55551447 0.46548128 0.58325698 0.62972424
0.52465222 0.40488567 0.4655297 0.31265127 0.52091059 0.36346375
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final inputs: [-2.10100289]
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oet: [ 4.08315004]
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X: [ 1. 0. 0.74270727 0.32535746 -0.45608552 0. 1.
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hidden inputs: [ 0.32725639 0.19962833 -0.09679855 0.03348029 0.34446105 -0.15275884
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hidden Outputs: [ 0.58109167 0.549742 0.47581924 0.50836929 0.58527376 0.46188438
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final inputs: [-2.18010531]
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oet: [ 2.98797152]
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X: [ 1. 0. -0.29595096 0.74001598 0.03189788 0. 0.
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hidden inputs: [ 0.28170262 0.07628551 0.55511723 -0.0712798 0.0464704 0.17948335
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hidden Outputs: [ 0.56996359 0.51906213 0.63532201 0.48218759 0.51161551 0.54475077
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final inputs: [-2.44290857]
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oet: [ 4.46364711]
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hidden inputs: [-0.38728393 0.92053848 0.03028196 0.02620678 -0.43642564 -0.14392358
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hidden Outputs: [ 0.40437131 0.71515181 0.50756991 0.50655132 0.392593 0.46408108
0.20582581 0.31725019 0.32073789 0.64649342 0.61893884 0.51437552
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final inputs: [-2.5998941]
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oet: [ 1.58293876]
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hidden inputs: [-1.05134208 -0.00986151 0.49193645 0.64217247 -0.65490799 -0.40168503
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hidden Outputs: [ 0.25896747 0.49753464 0.6205625 0.65524438 0.34188439 0.40090756
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final inputs: [-2.07916557]
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oet: [ 2.32470006]
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...,
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hidden inputs: [ 0.65655619 0.4743824 -0.48851277 -0.03125694 0.48810859 0.12985625
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hidden Outputs: [ 0.65848636 0.61642049 0.38024398 0.4921864 0.61966076 0.53241852
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final inputs: [-2.60325193]
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oet: [ 1.60834882]
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...,
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hidden inputs: [ 0.83781137 0.54313453 -0.1038266 -0.07851713 0.48014171 0.52539981
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hidden Outputs: [ 0.69800406 0.63254129 0.47406664 0.4803808 0.61778134 0.62840955
0.64171395 0.4389351 0.49573511 0.58145407 0.47568572 0.579183
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final inputs: [-2.68300945]
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oet: [ 4.11385099]
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X: [ 1. 0. 0.95043892 1.36200377 -0.82146002 0. 0.
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hidden inputs: [ 0.42645652 0.56423798 0.04649746 -0.63567926 0.4830564 -0.30550618
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hidden Outputs: [ 0.6050272 0.63743256 0.51162227 0.3462239 0.61846934 0.42421201
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final inputs: [-2.39017863]
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oet: [ 1.5606672]
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X: [ 1. 0. -0.60754843 -0.86678579 1.61845695 1. 0.
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hidden inputs: [-0.68744341 0.16752718 0.65775734 0.51314085 -0.14757445 -0.27900572
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hidden Outputs: [ 0.33460204 0.54178412 0.65875643 0.62554247 0.4631732 0.43069755
0.50927821 0.4307118 0.44672989 0.54358469 0.52412218 0.47627667
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final inputs: [-2.25301644]
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oet: [ 2.10712395]
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hidden inputs: [-0.06912572 -0.11981152 0.30720078 0.57341222 -0.05729787 -0.2321217
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hidden Outputs: [ 0.48272545 0.4700829 0.57620186 0.63955015 0.48567945 0.44222874
0.55312636 0.40198325 0.5064924 0.4596622 0.57927671 0.41234932
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final inputs: [-2.13909597]
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oet: [ 4.45753953]
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X: [ 0. 0. -0.60754843 -1.33327663 0.51988127 0. 0.
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hidden inputs: [-0.29279281 0.08567007 0.16878421 0.38382961 -0.13727342 -0.09619062
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hidden Outputs: [ 0.42732028 0.52140443 0.54209616 0.59479643 0.46573543 0.47597087
0.34763272 0.50375513 0.44831042 0.58565232 0.5025242 0.55274808
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final inputs: [-2.35124066]
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oet: [ 2.44792264]
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hidden inputs: [-0.54712583 -0.26093073 0.4657073 0.41889044 -0.055361 -0.33957288
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hidden Outputs: [ 0.3665315 0.43513493 0.61436723 0.60321771 0.48616328 0.41591323
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final inputs: [-1.9144663]
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oet: [ 2.57347999]
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hidden inputs: [ 0.0196192 -0.03085999 0.36609076 0.76488077 -0.19144488 0.06682154
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hidden Outputs: [ 0.50490464 0.49228562 0.59051403 0.68241246 0.45228443 0.51669917
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final inputs: [-2.28879135]
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oet: [ 1.75147188]
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...,
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hidden inputs: [ -2.43675005e-01 -1.86036254e-04 1.17033794e-01 -3.01420040e-01
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hidden Outputs: [ 0.4393809 0.49995349 0.5292251 0.42521038 0.66529556 0.46911214
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final inputs: [-2.24679954]
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oet: [ 5.39771457]
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hidden inputs: [-0.89911536 0.86521094 0.75906557 -0.25638729 -0.18355976 0.03418692
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hidden Outputs: [ 0.28923233 0.70374822 0.68115082 0.436252 0.45423848 0.5085459
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final inputs: [-2.5715487]
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oet: [ 1.62075004]
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hidden inputs: [ 0.48208726 0.57527913 -0.30657035 -0.23476828 0.18963458 0.15952367
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hidden Outputs: [ 0.61824063 0.63998041 0.4239521 0.44157603 0.54726708 0.53979656
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final inputs: [-2.61725383]
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oet: [ 1.76017711]
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hidden inputs: [-0.67327414 0.46520124 0.57680957 -0.6986406 0.08484628 -0.21114173
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hidden Outputs: [ 0.33776409 0.61424733 0.64033296 0.33211369 0.52119885 0.4474098
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final inputs: [-2.4537243]
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oet: [ 1.69036954]
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hidden inputs: [ 0.0595456 -0.39468115 0.05548472 0.38875989 -0.00440102 -0.70976652
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hidden Outputs: [ 0.514882 0.40259092 0.51386762 0.59598413 0.49889975 0.32965043
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final inputs: [-2.01195923]
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oet: [ 2.66545988]
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hidden inputs: [-0.04448113 -0.00550956 0.55837565 0.67303488 -0.80052693 -0.54158834
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hidden Outputs: [ 0.48888155 0.49862261 0.63607661 0.66218239 0.30991281 0.36781817
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final inputs: [-2.09540244]
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oet: [ 1.10049932]
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hidden inputs: [ 0.06260279 0.23503136 0.20100641 0.20673866 0.03351738 -0.44241303
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hidden Outputs: [ 0.51564559 0.55848885 0.55008309 0.55150136 0.50837856 0.39116614
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final inputs: [-2.23014195]
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oet: [ 1.98501446]
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hidden inputs: [ 0.39757873 0.2928545 0.89750928 -0.07759503 0.64792241 0.34318873
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hidden Outputs: [ 0.59810578 0.57269482 0.71043739 0.48061097 0.65654213 0.58496489
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final inputs: [-2.52975519]
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oet: [ 2.02551407]
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hidden inputs: [ 0.18291156 0.38794541 -0.13534893 0.72266778 0.01918139 0.01783758
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hidden Outputs: [ 0.54560082 0.595788 0.46621433 0.67319421 0.5047952 0.50445928
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final inputs: [-2.34352158]
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oet: [ 1.33759235]
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hidden inputs: [-0.23391086 0.28117055 0.17672133 0.91862256 0.06484567 -0.08882121
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hidden Outputs: [ 0.44178747 0.56983318 0.54406571 0.71476136 0.51620574 0.47780928
0.3858152 0.44955646 0.45613179 0.54064713 0.55257429 0.41890962
0.47534787 0.48303489 0.53637199 0.28885362 0.50080555 0.49248783
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final inputs: [-2.24683245]
[[-0.67639461]
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oet: [ 1.27398156]
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...,
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hidden inputs: [-0.71415345 0.6230532 0.51240773 0.49373587 -0.41673079 -0.20779213
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hidden Outputs: [ 0.32868173 0.65091263 0.62537073 0.62098611 0.39729931 0.44823808
0.1847594 0.3645995 0.36765674 0.36805074 0.63928687 0.44061631
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final inputs: [-2.22304799]
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oet: [ 1.18955348]
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...,
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hidden inputs: [ 0.00160778 0.22785111 0.45135837 -0.06624688 0.31991597 0.39828877
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hidden Outputs: [ 0.50040194 0.55671761 0.61096215 0.48344433 0.57930377 0.59827645
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0.46696172 0.50841394 0.55346634 0.47959916 0.59038073 0.39585722
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final inputs: [-2.58805042]
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oet: [ 2.6351149]
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X: [ 0. 0. 1.26203639 -0.03746875 -1.55384381 0. 0.
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...,
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hidden inputs: [-0.25355447 -0.13061882 -0.19668341 -0.44115345 0.22871514 -0.78525971
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hidden Outputs: [ 0.43694882 0.46739164 0.45098705 0.39146616 0.55693083 0.31318741
0.57110444 0.39091922 0.60280205 0.39057088 0.52504486 0.57858225
0.41086762 0.40376015 0.58518982 0.28878339 0.38214422 0.53207681
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final inputs: [-1.93504459]
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oet: [ 2.44520578]
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hidden inputs: [-0.29655725 0.17557283 -0.01633672 -0.0308424 0.14535955 0.27538144
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hidden Outputs: [ 0.42639931 0.5437808 0.49591591 0.49229001 0.53627604 0.56841356
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final inputs: [-2.26002384]
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oet: [ 2.62684557]
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X: [ 0. 0. -0.81528007 -0.71128885 0.88607317 1. 0.
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...,
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hidden inputs: [ 0.0559999 0.31179345 0.82580501 -0.25323497 0.67337346 0.46262267
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hidden Outputs: [ 0.51399632 0.57732296 0.69546719 0.43702742 0.66225812 0.61363616
0.53024637 0.46750005 0.55675694 0.55965434 0.39206925 0.57035693
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final inputs: [-2.62823491]
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oet: [ 2.20668962]
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hidden inputs: [ 0.70709599 0.14048951 0.7988914 0.10002456 0.53720494 1.05905619
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hidden Outputs: [ 0.66975916 0.53506472 0.68973729 0.52498531 0.63116198 0.74251014
0.64497574 0.63698325 0.43489116 0.64134078 0.23982168 0.55410868
0.42036641 0.68578461 0.47564361 0.55348059 0.62842669 0.37576222
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final inputs: [-2.91222431]
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oet: [ 1.92283425]
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X: [ 0. 0. 0.32724398 1.31017145 -0.82146002 0. 1.
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hidden inputs: [ 0.38282911 0.48288203 0.59019432 0.27742279 0.22921921 0.17300137
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hidden Outputs: [ 0.59455527 0.61842819 0.64340973 0.56891427 0.55705521 0.54314279
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final inputs: [-2.49886055]
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oet: [ 1.58665328]
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X: [ 0. 0. -0.19208513 0.01436357 1.13047356 0. 0.
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hidden inputs: [ 0.16945092 0.18511518 0.44236948 0.03483228 0.18368853 0.46229283
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hidden Outputs: [ 0.54226166 0.54614709 0.60882348 0.50870719 0.54579344 0.61355796
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final inputs: [-2.48309282]
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oet: [ 2.8058101]
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X: [ 1. 0. 1.05430474 -0.08930106 0.51988127 0. 0.
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hidden inputs: [-0.03855012 -0.01641436 0.08998567 0.37890558 0.27639105 -0.02503408
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hidden Outputs: [ 0.49036366 0.4958965 0.52248125 0.59360912 0.56866122 0.49374181
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final inputs: [-2.32723647]
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oet: [ 2.75470181]
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...,
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hidden inputs: [ 0.46429897 0.17897888 -0.07484894 0.08607151 0.19183171 0.56581174
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hidden Outputs: [ 0.61403352 0.54462566 0.4812965 0.5215046 0.5478114 0.63779619
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final inputs: [-2.5135143]
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oet: [ 1.62887231]
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hidden inputs: [ 0.39399103 0.34808995 0.57791353 0.59092232 -0.20205625 0.13105083
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hidden Outputs: [ 0.59724309 0.58615432 0.64058717 0.64357674 0.4496571 0.5327159
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final inputs: [-2.47651545]
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oet: [ 1.96124821]
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hidden inputs: [ 0.31196521 0.59831503 -0.03479886 -0.07018969 -0.21271252 0.01949027
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hidden Outputs: [ 0.57736488 0.64527072 0.49130116 0.48245978 0.44702148 0.50487241
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final inputs: [-2.67898636]
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oet: [ 1.76677909]
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hidden inputs: [-0.26521328 0.13515191 -0.16327513 0.52803364 0.07450673 0.4816614
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hidden Outputs: [ 0.4340826 0.53373664 0.45927166 0.62902437 0.51861807 0.61814011
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final inputs: [-2.25164715]
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oet: [ 2.66808639]
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hidden inputs: [ -8.40215062e-01 1.70827761e-01 7.15856404e-02 1.10300747e-01
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hidden Outputs: [ 0.30148949 0.54260339 0.51788877 0.52754726 0.53016348 0.43342105
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final inputs: [-2.03675969]
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oet: [ 2.9328348]
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hidden inputs: [-0.26335971 0.43405344 0.91220767 -0.29525243 0.17797547 0.4071984
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hidden Outputs: [ 0.434538 0.60684118 0.71345171 0.42671847 0.54437679 0.60041592
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final inputs: [-2.45378548]
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oet: [ 3.31678225]
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hidden inputs: [ 0.04224738 0.48289203 0.24752208 0.38444274 -0.2200229 0.18058396
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hidden Outputs: [ 0.51056027 0.61843055 0.56156651 0.59494419 0.44521511 0.5450237
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final inputs: [-2.49816802]
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oet: [ 1.53083018]
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hidden inputs: [-1.28461497 0.5303447 0.08028817 -0.47045779 -0.07269613 -0.81673788
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hidden Outputs: [ 0.21676568 0.6295635 0.52006127 0.3845079 0.48183397 0.30645656
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final inputs: [-2.11540094]
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oet: [ 3.3312333]
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hidden inputs: [ 0.21232651 0.17557939 0.06095286 -0.32238283 0.25004399 0.26722008
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hidden Outputs: [ 0.5528831 0.54378243 0.5152335 0.42009515 0.56218733 0.56641031
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final inputs: [-2.43523746]
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oet: [ 3.48567813]
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hidden inputs: [-0.56128533 0.19467519 0.43838704 0.4155905 -0.1469089 -0.42917328
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0.03679988 -0.93945481 -0.64900087 -0.48758946 0.06764707 0.30547708
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hidden Outputs: [ 0.36325011 0.54851567 0.60787463 0.60242761 0.46333869 0.39432376
0.32492378 0.42724891 0.51024901 0.35911546 0.56370854 0.51903124
0.50919893 0.28101048 0.34321472 0.38046159 0.51690532 0.57578089
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final inputs: [-2.04433807]
[[-0.67639461]
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oet: [ 3.0506743]
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...,
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hidden inputs: [-0.48012457 0.24849762 -0.01867151 0.27392334 -0.4406189 0.06720329
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hidden Outputs: [ 0.38222271 0.56180668 0.49533226 0.56805583 0.39159351 0.5167945
0.23634344 0.41929706 0.35736504 0.68672294 0.36065615 0.46592219
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final inputs: [-2.47662115]
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oet: [ 1.55890082]
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...,
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hidden inputs: [-1.1563942 -0.11346649 -0.12592856 0.35051377 -0.14932652 -0.04266526
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hidden Outputs: [ 0.2393231 0.47166377 0.4685594 0.58674216 0.46273759 0.4893353
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final inputs: [-1.97860053]
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oet: [ 2.13041307]
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...,
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hidden inputs: [ 0.054924 0.60486752 0.68615347 0.32957968 -0.17877124 0.20326643
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hidden Outputs: [ 0.51372755 0.64676913 0.6651107 0.5816571 0.45542584 0.55064236
0.55362521 0.60894384 0.56693331 0.59490548 0.5651425 0.56433683
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final inputs: [-2.51159601]
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oet: [ 1.66003235]
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hidden inputs: [ 0.15570882 0.26871054 0.49650326 -0.13736416 -0.15558561 0.39270853
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hidden Outputs: [ 0.53884875 0.56677632 0.62163723 0.46571286 0.46118187 0.59693455
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final inputs: [-2.68983055]
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oet: [ 2.85818226]
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X: [ 1. 0. -1.54234083 1.56933303 -1.55384381 1. 0.
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...,
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hidden inputs: [ 0.19140078 0.69933456 -0.14114758 -0.8052343 -0.02057498 -0.56438146
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hidden Outputs: [ 0.54770465 0.66804022 0.46477157 0.30890697 0.49485644 0.36253428
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final inputs: [-2.59507861]
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oet: [ 2.37200334]
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hidden inputs: [ -9.87027692e-01 -9.82857766e-02 1.07560701e+00 5.13860021e-01
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hidden Outputs: [ 0.27149956 0.47544832 0.74566175 0.62571092 0.49537594 0.54682909
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0.45347164 0.45638706 0.39806461 0.49989256 0.6819621 0.51584449
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final inputs: [-2.35625772]
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oet: [ 1.43302434]
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X: [ 1. 0. -0.29595096 0.74001598 -0.21168512 0. 1.
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hidden inputs: [ 0.10852334 0.3000799 0.44156287 0.28963836 0.36160681 -0.34457834
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hidden Outputs: [ 0.52710424 0.57446205 0.60863137 0.5719076 0.58942934 0.41469778
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final inputs: [-2.26211361]
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oet: [ 1.41606301]
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X: [ 1. 0. 0.53497563 -1.17777969 0.51988127 0. 0.
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hidden inputs: [-0.85833216 0.01407894 0.18156499 0.14497148 0.23607873 -0.12169602
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hidden Outputs: [ 0.29768792 0.50351968 0.54526696 0.53617953 0.55874709 0.46961349
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final inputs: [-2.0751776]
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oet: [ 2.62393018]
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hidden inputs: [ 0.18909057 0.25533512 0.76561237 -0.02991909 0.44752026 0.13857619
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hidden Outputs: [ 0.54713229 0.56348922 0.682571 0.49252078 0.61004949 0.53458871
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final inputs: [-2.39244986]
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oet: [ 2.50015795]
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hidden inputs: [-0.19526739 -0.38722605 0.06358984 0.36564448 0.22044534 -0.20484167
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hidden Outputs: [ 0.45133768 0.40438525 0.51589211 0.59040611 0.55488923 0.4489679
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final inputs: [-2.04138266]
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oet: [ 3.36747614]
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...,
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hidden inputs: [ 0.31535128 -0.09109486 0.01617503 0.28090483 0.21025703 -0.01780089
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hidden Outputs: [ 0.57819091 0.47724202 0.50404367 0.56976804 0.55237146 0.49554989
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final inputs: [-2.16878527]
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oet: [ 2.40329365]
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...,
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hidden inputs: [ 0.33046916 0.31122957 0.22707502 0.50885164 0.19317438 0.01558937
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0.07493214 -0.7081803 -0.00866444 -0.57243681 -0.45762105 -0.14576746
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hidden Outputs: [ 0.58187353 0.57718536 0.55652608 0.62453723 0.54814397 0.50389726
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final inputs: [-2.27621736]
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oet: [ 1.34195786]
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hidden inputs: [-0.45728354 -0.07787548 0.44800501 0.53552577 0.09403582 0.50183124
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hidden Outputs: [ 0.38763044 0.48054096 0.6101648 0.63077099 0.52349165 0.62288958
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final inputs: [-2.56239888]
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oet: [ 2.75831587]
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hidden inputs: [-0.04701143 0.12133302 0.21265042 0.45669837 -0.63618976 0.34466793
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hidden Outputs: [ 0.48824931 0.5302961 0.55296317 0.61223065 0.34610836 0.58532397
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final inputs: [-2.61882925]
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oet: [ 1.94919644]
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X: [ 0. 0. -0.5036826 -0.03746875 -0.21168512 0. 0.
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hidden inputs: [-0.05698187 -0.17622939 -0.03938671 0.19083893 -0.40997121 -0.21731328
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hidden Outputs: [ 0.48575839 0.45605632 0.4901546 0.54756546 0.39891902 0.44588448
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final inputs: [-2.26558336]
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oet: [ 3.5971899]
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hidden inputs: [-0.25762061 0.16909585 0.50602974 0.32176279 -0.04343233 -0.18354162
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hidden Outputs: [ 0.4359487 0.54217352 0.62387529 0.5797538 0.48914362 0.45424298
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final inputs: [-2.20009981]
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oet: [ 3.5372194]
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hidden inputs: [-0.32824406 0.1812896 0.55015058 -0.80544625 0.4613236 0.27557638
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hidden Outputs: [ 0.41866793 0.54519868 0.63417053 0.30886172 0.61332812 0.56846138
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final inputs: [-2.42041394]
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oet: [ 2.61633093]
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hidden inputs: [ 0.58028245 -0.07091922 -0.49855798 0.02896874 -0.0288339 -0.2577179
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hidden Outputs: [ 0.6411324 0.48227762 0.37787961 0.50724168 0.49279202 0.43592478
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final inputs: [-2.15433311]
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oet: [ 1.14289083]
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hidden inputs: [ 0.38895819 0.21153225 0.16529136 0.2301922 -0.29799275 0.42604007
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oet: [ 1.67137146]
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hidden inputs: [-0.29871102 0.0538388 0.17769763 0.0718335 0.4137663 -0.39471413
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oet: [ 2.15453211]
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hidden inputs: [-0.30586683 -0.03243119 -0.23021061 -0.05924693 -0.1872118 -0.22401189
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hidden Outputs: [ 0.42412392 0.49189291 0.44270018 0.4851926 0.45333327 0.44423005
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final inputs: [-2.160674]
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oet: [ 2.75904408]
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hidden inputs: [-0.09757581 0.02715503 -0.44627839 -0.43597492 0.36089443 -0.23622807
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hidden Outputs: [ 0.47562538 0.50678834 0.39024598 0.39270048 0.58925693 0.44121609
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final inputs: [-2.04461506]
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oet: [ 1.06073806]
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hidden inputs: [ 4.55909692e-01 2.51838734e-01 -5.15057534e-01 3.67720248e-01
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hidden Outputs: [ 0.61204339 0.56262902 0.37400867 0.590908 0.51654679 0.61265274
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final inputs: [-2.37418404]
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oet: [ 1.42889843]
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hidden inputs: [ 0.18900868 0.0113138 -0.2524476 0.07092441 0.34252064 -0.2035991
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hidden Outputs: [ 0.547112 0.50282842 0.43722115 0.51772367 0.58480269 0.44927533
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final inputs: [-2.16932288]
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oet: [ 2.79525824]
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hidden inputs: [-0.01573381 0.16986786 0.60698705 -0.20614673 0.24433585 -0.50996283
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hidden Outputs: [ 0.49606663 0.54236514 0.6472532 0.44864505 0.56078187 0.37520224
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final inputs: [-2.22192323]
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oet: [ 1.69011682]
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hidden inputs: [-0.66484054 0.45324184 -0.06022695 -0.41709943 0.09159656 -0.80394881
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hidden Outputs: [ 0.33965309 0.61140973 0.48494781 0.39721104 0.52288314 0.30918147
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final inputs: [-1.95461057]
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oet: [ 5.86081428]
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hidden inputs: [ 0.27757132 -0.02902267 -0.24459669 0.5011227 -0.08582959 0.30977948
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hidden Outputs: [ 0.5689507 0.49274484 0.43915388 0.62272313 0.47855577 0.57683143
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final inputs: [-2.24871423]
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oet: [ 4.21983526]
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hidden inputs: [-0.26604086 -0.09591587 -0.28300974 -0.00360516 -0.19224142 -0.25053502
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hidden Outputs: [ 0.43387931 0.4760394 0.42971605 0.49909871 0.45208711 0.43769182
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final inputs: [-2.11978554]
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oet: [ 2.61892061]
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...,
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hidden inputs: [-0.72396276 -0.17711498 -0.18502502 0.23024299 0.30333631 -0.43342158
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hidden Outputs: [ 0.32652095 0.45583664 0.45387526 0.5573078 0.5752579 0.39330959
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final inputs: [-1.99798957]
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oet: [ 1.83004486]
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...,
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hidden inputs: [-0.12395667 -0.00547307 0.22857203 0.06245787 0.14949482 -0.77661841
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0.38668815 -0.74819768 -0.0642254 -0.94447176 0.08106048 -0.06408411
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hidden Outputs: [ 0.46905045 0.49863174 0.55689551 0.51560939 0.53730426 0.31504915
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0.59548518 0.32121414 0.48394917 0.27999795 0.52025403 0.48398445
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final inputs: [-1.97784139]
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oet: [ 4.90823418]
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...,
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hidden inputs: [ 0.03918132 0.37675327 0.05970208 -0.27549891 0.36160147 -0.22670889
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hidden Outputs: [ 0.50979408 0.59308979 0.51492109 0.43155762 0.58942805 0.44356429
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final inputs: [-2.25209406]
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oet: [ 1.74233988]
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...,
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hidden inputs: [-0.21274713 -0.25040665 0.52303023 0.46654073 0.12076778 -0.48792807
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hidden Outputs: [ 0.44701292 0.43772341 0.62785606 0.61456467 0.5301553 0.38038178
0.62389615 0.47718399 0.53134139 0.45156498 0.68787567 0.30909902
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final inputs: [-1.97088518]
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oet: [ 1.94627993]
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...,
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hidden inputs: [ 0.04194144 0.23468949 0.02783997 -0.57129307 0.52262032 0.18462639
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hidden Outputs: [ 0.51048382 0.55840454 0.50695954 0.36093851 0.62776028 0.54602593
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final inputs: [-2.3714371]
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oet: [ 2.35785796]
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X: [ 1. 0. 0.11951233 -0.40029496 0.27629827 0. 1.
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hidden inputs: [-0.23514708 0.40346571 0.76844123 -0.35260489 -0.32079382 -0.38862933
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hidden Outputs: [ 0.44148262 0.59952005 0.6831836 0.41275088 0.4204823 0.40404731
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final inputs: [-2.2582066]
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oet: [ 1.54446934]
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X: [ 1. 0. 0.8465731 0.7918483 1.13047356 0. 0.
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hidden inputs: [ 0.38088721 -0.0433102 0.38679343 -0.6480224 0.71923972 0.23015021
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hidden Outputs: [ 0.59408707 0.48917414 0.59551054 0.34343532 0.67243958 0.55728492
0.70577694 0.51641902 0.58442153 0.46816148 0.50139433 0.5169959
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final inputs: [-2.39782358]
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oet: [ 4.78242382]
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X: [ 0. 0. -1.02301172 -1.229612 1.86203995 1. 0.
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hidden inputs: [-0.86390127 0.19061163 0.55914196 0.38200009 -0.26609628 -0.02142396
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hidden Outputs: [ 0.2965249 0.54750915 0.63625398 0.59435541 0.4338657 0.49464421
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final inputs: [-2.26276945]
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oet: [ 1.96251139]
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X: [ 1. 0. 0.8465731 -0.29663033 0.27629827 0. 0.
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hidden inputs: [ 1.19103226e-01 3.42496342e-02 5.40010470e-01 -3.36135434e-04
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hidden Outputs: [ 0.52974066 0.50856157 0.63181485 0.49991597 0.55770926 0.49397159
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final inputs: [-2.21486335]
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oet: [ 2.94003372]
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hidden inputs: [-0.90093235 0.05558759 -0.04493853 0.82649492 -0.2150111 0.36748847
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hidden Outputs: [ 0.28885894 0.51389332 0.48876726 0.69561329 0.44645335 0.59085196
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oet: [ 4.12052062]
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hidden inputs: [-0.26966216 0.41842026 -0.32886807 -0.01344105 -0.54097496 -0.33137404
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hidden Outputs: [ 0.43299004 0.60310517 0.41851606 0.49663979 0.36796081 0.41790634
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final inputs: [-2.35550716]
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oet: [ 1.81267464]
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hidden inputs: [-0.65212465 0.34561604 0.59872193 0.23998723 -0.12426461 0.18929352
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hidden Outputs: [ 0.34251091 0.58555408 0.64536385 0.5597105 0.46897376 0.54718258
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final inputs: [-2.44578328]
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oet: [ 1.86987243]
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hidden inputs: [-0.41878568 0.25915393 0.56655763 0.52701813 0.16646916 -0.14614134
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hidden Outputs: [ 0.39680736 0.5644283 0.63796849 0.62878737 0.54152145 0.46352955
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final inputs: [-2.36038895]
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oet: [ 4.15509219]
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hidden inputs: [-1.03131824 0.14772669 0.47121717 0.36078561 0.19273654 0.15367954
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hidden Outputs: [ 0.26282861 0.53686465 0.6156718 0.58923059 0.54803553 0.53834445
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final inputs: [-2.19771229]
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oet: [ 1.96361091]
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hidden inputs: [ 0.32788745 0.12206708 0.39501572 0.67508095 -0.16670044 0.3818446
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hidden Outputs: [ 0.58124527 0.53047893 0.59748955 0.66263993 0.45842113 0.59431792
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final inputs: [-2.38000702]
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oet: [ 1.58357392]
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hidden inputs: [ 0.17696145 0.22637956 0.16694391 0.00715075 -0.22546296 0.28210146
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hidden Outputs: [ 0.54412527 0.55635443 0.54163931 0.50178768 0.44387183 0.57006135
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final inputs: [-2.6543517]
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oet: [ 2.19421502]
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hidden inputs: [-0.47516371 0.25873332 0.63147589 0.09894576 0.13313828 -0.18654353
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hidden Outputs: [ 0.38339479 0.56432489 0.65282404 0.52471628 0.53323549 0.45349889
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final inputs: [-2.21480481]
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oet: [ 2.64778321]
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hidden inputs: [ 0.66959641 0.16157515 0.06378554 0.15417539 0.25453944 0.26147745
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hidden Outputs: [ 0.66141278 0.54030614 0.51594098 0.53846768 0.56329349 0.56499945
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final inputs: [-2.53700046]
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oet: [ 1.60274096]
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hidden inputs: [-0.09468913 0.01398462 -0.10226756 -0.51365892 0.75104517 -0.73845979
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hidden Outputs: [ 0.47634539 0.5034961 0.47445537 0.37433618 0.67940639 0.32334104
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final inputs: [-2.01396204]
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oet: [ 3.48890803]
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[ 0.10688459 0.01929759 -0.14730274 ..., 0.18265828 -0.01246126
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...,
[ 0.02790063 -0.09697304 -0.05540704 ..., -0.02102669 0.14319737
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[ 0.08982845 0.09861802 -0.13284967 ..., 0.10272644 -0.05399239
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hidden inputs: [ 0.27941754 0.37987469 -0.57260453 0.15285434 0.26974384 0.41239756
0.14988584 -0.28458627 -0.46309807 0.48138081 -0.46039382 0.90258924
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hidden Outputs: [ 0.56940342 0.59384288 0.36063606 0.53813936 0.56703002 0.60166263
0.53740147 0.42932975 0.38625113 0.61807388 0.3868924 0.7114813
0.43162672 0.67336003 0.41145548 0.48924265 0.46205127 0.40400827
0.46010239]
final inputs: [-2.6394711]
[[-0.67639461]
[-0.65007244]
[-0.30948559]
[-0.04846401]
[-0.16242981]
[-0.62569726]
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[ 0.36079106]
[-0.28839032]
[-0.25489146]
[-0.46784512]
[-0.47458473]
[-0.02488658]
[-0.16426535]]
oet: [ 2.0690733]
Progress: 1.5% ... Training loss: 19.08 ... Validation loss: 16.26[ 3.98234365]
X: [ 0. 0. -1.02301172 -0.5557919 -1.55384381 1. 0.
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...,
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[ 0.06043783 0.09640087 -0.14028655 ..., 0.09292325 -0.0638542
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hidden inputs: [-0.77953751 0.46262121 -0.18387243 -0.65058896 0.03490244 0.05278545
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hidden Outputs: [ 0.31441957 0.61363582 0.45416097 0.34285683 0.50872472 0.5131933
0.29987592 0.44232363 0.47287909 0.66302098 0.35149202 0.69349694
0.45174516 0.51861237 0.53363537 0.43051782 0.49599955 0.49928086
0.5165621 ]
final inputs: [ 3.98234365]
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[ 0.3573097 ]
[ 0.42779279]
[ 0.13469426]
[ 0.25363119]
[ 0.69057064]
[ 0.49117846]]
oet: [-4.24401032]
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X: [ 1. 0. 0.8465731 -0.08930106 -1.55384381 0. 0.
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[[-0.08809504 -0.114658 0.00473523 ..., -0.14072052 0.04547446
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...,
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hidden inputs: [-0.40415913 -0.31930226 -0.57979468 0.09687871 0.13344169 -1.13843343
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0.03779852 -0.73201297 0.10653662 -0.90249359 -0.73433034 -0.16321596
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hidden Outputs: [ 0.40031348 0.4208458 0.35897984 0.52420075 0.53331101 0.2426081
0.38962761 0.346527 0.49914314 0.41900585 0.6868577 0.41626577
0.5094485 0.32475315 0.52660899 0.28853833 0.32424518 0.45928635
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final inputs: [ 4.02711459]
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[ 0.42779279]
[ 0.13469426]
[ 0.25363119]
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[ 0.49117846]]
oet: [-3.20822227]
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X: [ 0. 0. 0.63884145 0.53268672 0.03189788 0. 1.
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...,
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[ 0.06043783 0.09640087 -0.14028655 ..., 0.09292325 -0.0638542
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hidden inputs: [ -8.16189606e-02 -5.67852279e-01 -3.22056175e-01 5.91460871e-01
4.04302231e-01 -3.17287527e-01 5.38290992e-02 2.69269258e-01
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4.62508666e-01 -5.31614743e-02 8.49329995e-05 -6.98835972e-01
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hidden Outputs: [ 0.47960658 0.36173255 0.42017472 0.64370027 0.59972088 0.42133694
0.51345403 0.5669135 0.45083647 0.40287549 0.47926338 0.47498708
0.61360913 0.48671276 0.50002123 0.33207036 0.36625551 0.43365923
0.26471503]
final inputs: [ 4.3968372]
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[ 0.70961927]
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[ 0.13469426]
[ 0.25363119]
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oet: [-4.6915822]
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X: [ 1. 0. -0.5036826 1.93215924 0.51988127 0. 1.
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...,
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hidden inputs: [ 0.27537657 -0.06331441 0.53020042 0.49517138 0.35768754 0.37123419
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hidden Outputs: [ 0.56841237 0.48417668 0.62952986 0.62132392 0.58848054 0.59175717
0.56465896 0.52204366 0.46382384 0.46937896 0.39416198 0.47277627
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final inputs: [ 4.38875202]
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[ 0.25363119]
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oet: [-5.4001943]
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X: [ 0. 1. 1.36590221 -0.40029496 -0.82146002 0. 0.
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...,
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hidden inputs: [-0.74347089 -0.09023016 -0.29857485 -0.52678268 0.26896133 -0.90657544
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hidden Outputs: [ 0.32224562 0.47745775 0.42590591 0.37126759 0.56683789 0.28770112
0.5790444 0.49935072 0.5654697 0.32873097 0.41652246 0.54683175
0.48636903 0.2940185 0.4695002 0.40360249 0.26863385 0.49516349
0.44695983]
final inputs: [ 4.14352466]
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oet: [-3.64438958]
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X: [ 0. 0. -0.71141425 0.42902209 -0.69966852 0. 1.
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...,
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hidden inputs: [ 0.13750774 -0.16236624 0.13207008 0.14032494 0.0902004 0.11658351
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hidden Outputs: [ 0.53432287 0.45949738 0.53296961 0.53502378 0.52253482 0.52911291
0.47010551 0.45509331 0.32148445 0.39540803 0.42810759 0.59167701
0.52477691 0.52257258 0.50179623 0.39317811 0.47139241 0.47952022
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final inputs: [ 4.16510398]
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oet: [-5.20411155]
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X: [ 0. 0. -0.9191459 0.94734524 1.61845695 1. 0.
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hidden inputs: [-0.04424894 0.0427257 0.80577446 -0.36983438 -0.14332806 -0.23037376
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hidden Outputs: [ 0.48893957 0.5106798 0.69120834 0.40858104 0.4642292 0.44265993
0.70104998 0.65264443 0.50998181 0.48660178 0.34634242 0.65614003
0.34841134 0.47124916 0.42415099 0.51346815 0.5119679 0.49134317
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final inputs: [ 4.47880958]
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[ 0.25363119]
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oet: [-5.27524267]
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X: [ 0. 0. 0.22337816 1.62116534 0.88607317 0. 0.
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...,
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hidden inputs: [ 0.76281481 -0.32690707 0.43245052 -0.03638543 -0.16216555 0.23657562
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hidden Outputs: [ 0.68196455 0.41899337 0.60645868 0.49090465 0.45954723 0.55886959
0.7377781 0.58047967 0.51984604 0.49025784 0.43675388 0.55293504
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final inputs: [ 4.40315778]
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oet: [-5.42562618]
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hidden inputs: [-0.4702124 -0.35281869 -0.54238339 0.24867117 -0.25356532 -0.78698076
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hidden Outputs: [ 0.38456597 0.41269906 0.36763332 0.5618494 0.43694615 0.31281733
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final inputs: [ 4.07294385]
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oet: [-3.43046932]
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hidden inputs: [ 0.12972533 -0.42343087 0.07477621 0.1334696 0.01580247 0.27899441
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hidden Outputs: [ 0.53238593 0.39569606 0.51868535 0.53331795 0.50395054 0.56929967
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final inputs: [ 4.35154337]
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oet: [-4.69590587]
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hidden inputs: [-0.32706738 0.38060626 0.05249079 0.23365796 0.34756283 -0.01384982
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hidden Outputs: [ 0.41895434 0.59401932 0.51311969 0.55815017 0.58602645 0.4965376
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final inputs: [ 4.21063303]
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oet: [-4.74795249]
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...,
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hidden inputs: [-0.70562214 -0.02757695 -0.25804666 0.56427528 0.07536643 0.16539948
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hidden Outputs: [ 0.33056691 0.4931062 0.43584394 0.63744118 0.51883269 0.54125586
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final inputs: [ 4.27795707]
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oet: [-4.68847624]
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hidden inputs: [-1.15788285 -0.3422965 0.18418133 -0.04544018 -0.05551256 -0.51354771
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hidden Outputs: [ 0.2390522 0.41525174 0.54591561 0.48864191 0.48612542 0.37436223
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final inputs: [ 4.40795]
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oet: [-4.48217276]
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hidden inputs: [ 0.05903156 0.1837609 -0.29642174 -0.4541991 0.50685796 0.24895107
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hidden Outputs: [ 0.51475361 0.54581138 0.42643245 0.38836286 0.62406962 0.56191831
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final inputs: [ 4.04490575]
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oet: [-4.58222521]
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hidden inputs: [-0.10389384 -0.46323971 0.07036444 -0.33579843 -0.1202573 -0.28561642
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hidden Outputs: [ 0.47404988 0.38621756 0.51758386 0.41683045 0.46997185 0.42907738
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final inputs: [ 4.1738219]
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oet: [-3.73533044]
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hidden inputs: [-0.27211145 -0.29699875 0.24735318 0.7307593 -0.25909639 -0.19124342
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hidden Outputs: [ 0.43238881 0.42629133 0.56152492 0.67497187 0.43558585 0.45233433
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final inputs: [ 4.428311]
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oet: [-4.88293463]
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X: [ 0. 0. -0.9191459 1.25833914 -0.82146002 0. 0.
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hidden inputs: [ 0.10065136 0.35663026 0.00633965 -0.2380197 0.188268 -0.37441993
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hidden Outputs: [ 0.52514162 0.58822447 0.50158491 0.44077442 0.54692847 0.40747344
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final inputs: [ 4.18713855]
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oet: [-5.09934582]
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hidden inputs: [-0.73294529 -0.49331168 -0.25333671 0.74037072 0.01279674 0.11976102
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hidden Outputs: [ 0.32454874 0.37911373 0.43700239 0.67707692 0.50319914 0.52990452
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final inputs: [ 4.29887005]
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oet: [-3.71152608]
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...,
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hidden inputs: [-0.38462953 -0.47847705 -0.23812681 0.08200723 0.37276649 -0.17798205
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hidden Outputs: [ 0.4050108 0.38261181 0.44074802 0.52049033 0.59212729 0.45562158
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final inputs: [ 4.185879]
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oet: [-3.30083]
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hidden inputs: [-0.94875687 0.14078558 0.11435441 0.48224151 -0.08719915 -0.26479261
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hidden Outputs: [ 0.27913489 0.53513838 0.52855749 0.61827703 0.47821402 0.43418595
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final inputs: [ 4.26383569]
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oet: [-5.01065128]
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hidden inputs: [ 0.04432655 -0.37919409 -0.10330683 0.51206616 0.26417558 -0.00199554
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hidden Outputs: [ 0.51107982 0.40632129 0.47419624 0.62529071 0.56566246 0.49950111
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final inputs: [ 4.29060193]
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oet: [-3.47170961]
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hidden inputs: [-0.41617389 0.2575395 0.24107437 -0.23482052 0.26973908 -0.75225707
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hidden Outputs: [ 0.39743267 0.56403135 0.55997839 0.44156314 0.56702885 0.3203297
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final inputs: [ 4.14375229]
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oet: [-4.70312397]
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hidden inputs: [-0.43374783 -0.14279088 0.0540193 -0.3656773 0.11680328 0.05786973
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hidden Outputs: [ 0.39323174 0.46436281 0.51350154 0.40958595 0.52916767 0.5144634
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final inputs: [ 4.27264084]
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oet: [-4.92022142]
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hidden inputs: [ 0.34551928 0.55807935 0.33952441 -0.20395602 0.18217937 0.33719476
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hidden Outputs: [ 0.5855306 0.63600802 0.58407499 0.44918702 0.54541929 0.58350894
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final inputs: [ 4.24115298]
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oet: [-5.16989943]
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hidden inputs: [-0.70385293 0.24701325 -0.00121821 -0.59362294 0.01452575 -0.64313755
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hidden Outputs: [ 0.33095854 0.56144122 0.49969545 0.35580402 0.50363137 0.34453764
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final inputs: [ 4.08183758]
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oet: [-4.28286063]
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hidden inputs: [-0.3135766 -0.11129693 -0.62324161 0.43832165 0.41000525 -0.10785517
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hidden Outputs: [ 0.42224197 0.47220445 0.34904456 0.60785904 0.60108914 0.47306232
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final inputs: [ 4.07547565]
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oet: [-1.15610897]
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hidden inputs: [-0.88205156 -0.32130479 0.41241459 0.29615823 0.23091854 -0.54606297
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hidden Outputs: [ 0.29275283 0.42035779 0.60166671 0.5735031 0.55747447 0.36677831
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final inputs: [ 4.4800816]
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oet: [-4.1849296]
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hidden inputs: [-0.03987047 0.13836961 0.02657549 0.39306813 -0.17114277 -0.34180626
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hidden Outputs: [ 0.4900337 0.53453732 0.50664348 0.59702107 0.45731844 0.41537078
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final inputs: [ 3.96186267]
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oet: [-4.97330496]
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hidden inputs: [-1.10671413 0.198641 0.13428994 0.27065572 -0.664345 -0.40865382
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hidden Outputs: [ 0.24848398 0.5494976 0.53352212 0.56725388 0.33976424 0.39923495
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final inputs: [ 4.17359669]
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oet: [-4.01075804]
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...,
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hidden inputs: [-1.34564543 0.39991771 0.26017118 -0.94500997 0.06147611 -0.20478859
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hidden Outputs: [ 0.2065832 0.59866789 0.56467837 0.27988946 0.51536419 0.44898103
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final inputs: [ 4.02970667]
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oet: [-3.41479742]
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hidden inputs: [-0.32168385 0.0771572 0.33276879 0.50383581 0.29039804 0.27746442
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hidden Outputs: [ 0.42026544 0.51927974 0.58243291 0.62336034 0.57209358 0.56892448
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final inputs: [ 4.54630355]
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oet: [-5.05054468]
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hidden inputs: [ 0.36032118 -0.00106805 -0.26549079 0.21404567 -0.01229991 -0.09884123
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hidden Outputs: [ 0.58911818 0.49973299 0.43401443 0.55330805 0.49692506 0.47530979
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final inputs: [ 3.98785552]
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oet: [-4.97173253]
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hidden inputs: [ 0.25057884 0.13998983 -0.00200344 0.34971519 -0.29419467 -0.16670032
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hidden Outputs: [ 0.56231897 0.53494041 0.49949914 0.58654851 0.42697725 0.45842116
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final inputs: [ 4.15648505]
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oet: [-5.18997956]
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...,
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hidden inputs: [-0.72516672 -0.01032134 -0.22472688 0.00551356 -0.43352504 -0.57379461
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hidden Outputs: [ 0.32625625 0.49741969 0.44405353 0.50137839 0.3932849 0.3603617
0.40487059 0.45100423 0.41969751 0.54622122 0.52941842 0.51791058
0.60970624 0.39645202 0.43104159 0.37464446 0.54502102 0.57043532
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final inputs: [ 4.23970154]
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oet: [-4.90933435]
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X: [ 0. 0. 0.8465731 0.7918483 -0.45608552 0. 0.
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hidden inputs: [-0.05304267 -0.67250909 0.15065129 -0.24706205 0.21492376 -0.34131045
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hidden Outputs: [ 0.48674244 0.33793524 0.53759175 0.43854676 0.55352506 0.41549119
0.69441093 0.43378396 0.57053603 0.41159905 0.55962489 0.40583269
0.39909365 0.50434597 0.55183984 0.26970581 0.44460781 0.43353077
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final inputs: [ 4.32610464]
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oet: [-3.88210013]
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hidden inputs: [ 0.60405118 0.19780999 0.12641904 0.42548832 -0.32576763 0.43443964
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hidden Outputs: [ 0.6465826 0.54929187 0.53156274 0.60479581 0.41927078 0.60693331
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final inputs: [ 4.36127809]
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oet: [-5.15771119]
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hidden inputs: [-0.44975603 -0.21211749 -0.08635314 0.49449179 -0.42078748 -0.96249348
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hidden Outputs: [ 0.38941877 0.44716857 0.47842512 0.62116401 0.39632833 0.27637924
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final inputs: [ 4.08453292]
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oet: [-4.13670345]
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hidden inputs: [-0.89005808 -0.08332251 0.08660028 -0.214209 0.24851757 -0.64419914
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hidden Outputs: [ 0.29109784 0.47918142 0.52163655 0.44665159 0.56181159 0.34429794
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final inputs: [ 4.23282493]
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oet: [-4.34012602]
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hidden inputs: [-1.03488624 -0.34931263 -0.54132007 0.1900682 -0.07296695 -0.82673223
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hidden Outputs: [ 0.2621379 0.41354912 0.36788055 0.54737452 0.48176635 0.30433647
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final inputs: [ 4.00688682]
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oet: [-3.33133395]
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hidden inputs: [-0.84029774 -0.36348566 0.90626316 0.13100249 -0.27838804 -0.69223868
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hidden Outputs: [ 0.30147208 0.41011605 0.71223488 0.53270386 0.43084901 0.33353525
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final inputs: [ 4.31025974]
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oet: [-2.65338289]
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hidden inputs: [-0.30970651 0.05684264 -0.27810024 -0.05837416 0.04789851 -0.25934867
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hidden Outputs: [ 0.42318638 0.51420683 0.43091959 0.4854106 0.51197234 0.43552383
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final inputs: [ 4.0756925]
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oet: [-4.5578814]
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hidden inputs: [ 0.33504545 0.42073402 0.04910105 -0.48383312 0.71515337 0.35062495
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hidden Outputs: [ 0.5829865 0.60365888 0.5122728 0.3813474 0.67153886 0.58676912
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final inputs: [ 4.22426133]
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oet: [-5.14198166]
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hidden inputs: [-0.46907238 0.29213399 0.11025895 -0.10364023 -0.39897339 -0.4629124
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hidden Outputs: [ 0.38483582 0.57251849 0.52753685 0.47411311 0.40155902 0.38629515
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final inputs: [ 3.87566609]
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oet: [-4.64453391]
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hidden inputs: [-1.34745328 -0.24745521 0.05965894 0.64395717 -0.21989694 -0.37706687
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hidden Outputs: [ 0.20628704 0.43844996 0.51491031 0.65564744 0.44524622 0.40683453
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final inputs: [ 4.08612026]
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oet: [-2.55053065]
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hidden inputs: [ 0.4218206 0.32757229 0.03655244 -0.32229667 0.2188606 -0.30009891
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hidden Outputs: [ 0.60391882 0.58116856 0.50913709 0.42011613 0.55449779 0.4255333
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final inputs: [ 4.14007623]
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oet: [-4.80970904]
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hidden inputs: [ 0.23847304 -0.50435098 -0.17884626 0.86761915 -0.10580386 -0.14861888
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hidden Outputs: [ 0.55933732 0.37651872 0.45540723 0.70425005 0.47357368 0.46291352
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final inputs: [ 4.28610464]
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oet: [-5.26998164]
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hidden inputs: [-0.76626419 -0.40791675 -0.34029508 0.5066247 0.05821001 -0.36438547
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hidden Outputs: [ 0.31728779 0.39941175 0.4157378 0.62401489 0.51454839 0.40989838
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final inputs: [ 4.16931812]
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oet: [-3.27324301]
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hidden inputs: [ 0.03413478 -0.25207296 0.29215405 0.03350868 -0.12911447 -0.802899
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hidden Outputs: [ 0.50853287 0.43731334 0.5725234 0.50837639 0.46776615 0.30940574
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final inputs: [ 4.38864836]
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oet: [-4.1265747]
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...,
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hidden inputs: [-0.41079772 -0.599132 0.39438968 -0.14845142 0.19970864 -0.50361522
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0.15010725 -0.69718686 -0.04931321 -0.95341372 -0.1537439 0.05568856
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hidden Outputs: [ 0.39872086 0.3545423 0.59733898 0.46295515 0.54976188 0.37669146
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final inputs: [ 4.42773793]
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oet: [-3.20087946]
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...,
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hidden inputs: [-0.21367662 0.00755926 0.44997198 0.26423376 -0.4904015 -0.18010249
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hidden Outputs: [ 0.44678317 0.50188981 0.61063257 0.56567676 0.37979899 0.45509569
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final inputs: [ 4.29098078]
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oet: [-5.1480575]
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...,
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hidden inputs: [-0.88369836 -0.38570601 0.51729295 0.54439662 -0.59729843 -0.20495482
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hidden Outputs: [ 0.29241198 0.40475142 0.62651455 0.63283459 0.35496201 0.44893991
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final inputs: [ 4.42716075]
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oet: [-5.3173158]
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hidden inputs: [-0.61280831 0.06653965 0.30433312 -0.88195848 0.78161631 0.21820631
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hidden Outputs: [ 0.35141885 0.51662878 0.57550144 0.2927721 0.68602836 0.55433615
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final inputs: [ 4.21290144]
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oet: [-3.22861744]
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hidden inputs: [-0.1035527 0.05155033 0.26093522 0.71418601 -0.63371221 -0.03001402
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hidden Outputs: [ 0.47413493 0.51288473 0.56486617 0.67132545 0.34666928 0.49249706
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final inputs: [ 4.5199103]
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oet: [-5.04069059]
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X: [ 1. 0. -1.54234083 -0.60762422 0.51988127 1. 0.
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...,
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hidden inputs: [-1.01230603 0.24585721 0.47773548 0.27880139 -0.78322875 -0.39554916
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hidden Outputs: [ 0.2665288 0.56115656 0.617213 0.56925234 0.31362443 0.40238217
0.33844842 0.46900913 0.43012904 0.61717254 0.61099152 0.40826951
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final inputs: [ 4.08925035]
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oet: [-5.06210124]
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hidden inputs: [-0.22827091 -0.01270592 -0.14798324 -0.03256019 0.3119512 0.42952193
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hidden Outputs: [ 0.44317879 0.49682356 0.46307156 0.49186067 0.57736146 0.6057595
0.45591528 0.52940096 0.3925307 0.53304695 0.3373381 0.6110997
0.53373997 0.54971924 0.56488938 0.39617622 0.40789846 0.45887023
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final inputs: [ 4.20552433]
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oet: [-3.93793761]
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X: [ 0. 0. 0.95043892 1.05100987 -0.82146002 0. 0.
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...,
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hidden inputs: [ 0.12721695 0.02551518 0.02138544 -0.40550913 0.30111668 0.27337951
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hidden Outputs: [ 0.53176141 0.50637845 0.50534616 0.39998943 0.57471548 0.56792238
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final inputs: [ 4.31409856]
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oet: [-4.22844269]
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hidden inputs: [-0.92954478 0.07193236 0.17879402 0.30295476 -0.2843782 -0.93843563
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hidden Outputs: [ 0.28301708 0.51797534 0.54457981 0.57516467 0.42938073 0.28121645
0.235705 0.3739614 0.34700159 0.47415957 0.53698428 0.50098313
0.56097854 0.33482768 0.37123548 0.27919668 0.37192644 0.52325691
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final inputs: [ 3.90734559]
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oet: [-4.92430093]
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...,
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hidden inputs: [-0.47313492 -0.17405071 1.46659758 0.57669777 -0.36385397 -0.03150659
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hidden Outputs: [ 0.38387452 0.45659684 0.81253968 0.64030721 0.41002695 0.49212401
0.53664524 0.69563904 0.41879752 0.42877057 0.29821736 0.50075338
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final inputs: [ 4.55662901]
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oet: [-5.59563658]
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...,
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hidden inputs: [-1.00170527 -0.22658832 -0.45855296 0.14730207 0.14590627 -0.30911437
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0.27679765 -0.65945421 -0.06079804 -0.45938872 -0.2084989 0.34019178
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hidden Outputs: [ 0.26860628 0.44359405 0.38732916 0.53675908 0.53641199 0.42333093
0.44712038 0.31837152 0.43866003 0.4986226 0.63306013 0.43556248
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final inputs: [ 4.24256865]
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oet: [-2.61325709]
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...,
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hidden inputs: [-1.23529693 0.15350383 0.3187453 -0.03442343 -0.15413766 -1.10960361
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0.35203507 -1.11276575 -0.62806727 -0.88575988 -0.53983626 0.66492774
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hidden Outputs: [ 0.22525568 0.53830078 0.57901844 0.49139499 0.4615417 0.24794479
0.29274276 0.40195603 0.44996737 0.21065083 0.54499644 0.4586094
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final inputs: [ 4.08395519]
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oet: [-1.72692023]
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hidden inputs: [-0.13521618 -0.62449984 0.27633917 0.59448055 0.48193072 0.21556885
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hidden Outputs: [ 0.46624737 0.34875873 0.56864849 0.64439253 0.61820368 0.55368448
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final inputs: [ 4.40180941]
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oet: [-4.81232859]
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hidden inputs: [-0.47039853 -0.03085291 0.12988382 0.33767572 -0.08273718 -0.73171354
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hidden Outputs: [ 0.38452192 0.49228738 0.53242538 0.58362582 0.4793275 0.32481882
0.52404799 0.36876431 0.39049086 0.58060978 0.46300391 0.52540305
0.43587611 0.49488769 0.42573082 0.28619673 0.38479166 0.51198463
0.4879293 ]
final inputs: [ 4.16497522]
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oet: [-4.26676326]
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hidden inputs: [ 0.20621893 -0.19256596 0.20298869 0.18916633 -0.21401989 -0.87152878
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hidden Outputs: [ 0.5513728 0.45200672 0.55057364 0.54715106 0.44669833 0.2949363
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final inputs: [ 4.40853284]
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oet: [-4.64263422]
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hidden inputs: [ 0.25566941 -0.0584588 0.20732788 -0.36275369 0.65160644 0.58920784
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hidden Outputs: [ 0.56357144 0.48538946 0.5516471 0.41029314 0.65737238 0.64318337
0.57754142 0.48918432 0.50287002 0.44682198 0.37515494 0.63820649
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final inputs: [ 4.35550153]
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oet: [-4.30843706]
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X: [ 0. 0. 0.8465731 1.36200377 -1.55384381 0. 0.
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hidden inputs: [ 0.37394796 -0.25953312 -0.79305072 -0.26341272 0.16205707 -0.75525385
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hidden Outputs: [ 0.5924126 0.43547848 0.311514 0.43452497 0.54042583 0.31967759
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0.46628605 0.34468225 0.42409311 0.30755012 0.36725556 0.49135903
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final inputs: [ 4.04041656]
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oet: [-5.07942413]
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X: [ 0. 0. -0.71141425 -0.86678579 0.76428167 1. 0.
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hidden inputs: [-0.34355054 0.14908203 0.20312924 0.43577384 -0.13869765 -0.49427611
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hidden Outputs: [ 0.41494727 0.53720163 0.55060842 0.60725156 0.46538107 0.37888674
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final inputs: [ 4.2920538]
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oet: [-4.39384183]
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...,
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[ 0.06043783 0.09640087 -0.14028655 ..., 0.09292325 -0.0638542
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hidden inputs: [-1.02705847 -0.47284049 -0.50291029 -0.30529511 0.19444977 -1.23009696
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0.23106985 -1.17163616 -0.06086244 -1.2727789 -0.98573304 0.32424098
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hidden Outputs: [ 0.26365478 0.38394416 0.37685698 0.42426356 0.54845985 0.22616446
0.62473803 0.37140592 0.54366432 0.33080616 0.59393651 0.46065541
0.5575118 0.23655937 0.48478908 0.21878192 0.27175571 0.58035746
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final inputs: [ 4.22786913]
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oet: [-4.02643909]
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hidden inputs: [-1.61920483 0.1435281 0.10554589 -0.33198622 -0.18249335 -1.22334542
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hidden Outputs: [ 0.16531456 0.53582055 0.52636201 0.41775742 0.45450286 0.22734826
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final inputs: [ 4.0299944]
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oet: [-4.31371329]
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...,
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hidden inputs: [ 0.21425223 0.01193574 -0.13856438 0.63575174 -0.23066067 -0.1565468
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hidden Outputs: [ 0.5533591 0.5029839 0.46541423 0.6537925 0.44258915 0.46094303
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final inputs: [ 4.18464858]
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oet: [-4.70542888]
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hidden inputs: [ 0.17941292 0.32733803 -0.05078187 -0.44179235 0.09986969 -0.36966417
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hidden Outputs: [ 0.5447333 0.58111154 0.48730726 0.39131397 0.52494669 0.40862217
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final inputs: [ 4.38021405]
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oet: [-4.70252433]
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hidden inputs: [-1.17259835 -0.24670898 0.36100624 0.20296885 -0.70058861 -0.96547433
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hidden Outputs: [ 0.23638564 0.4386337 0.589284 0.55056873 0.33168174 0.27578348
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final inputs: [ 4.00279964]
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oet: [-3.81239571]
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hidden inputs: [-0.37311331 0.45464928 0.19938332 -0.66719443 0.03218329 -0.11387117
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hidden Outputs: [ 0.40778895 0.61174407 0.54968136 0.33912534 0.50804513 0.47156293
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final inputs: [ 3.8615315]
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oet: [-4.61937321]
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hidden inputs: [ 0.01918558 -0.36141829 -0.09928894 0.42016145 -0.27380559 -0.20770046
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hidden Outputs: [ 0.50479625 0.41061628 0.47519814 0.60352188 0.43197307 0.44826075
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final inputs: [ 4.77334583]
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oet: [-3.45276541]
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hidden inputs: [ 0.1827736 -0.40439732 0.00269627 -0.37475781 0.45494395 0.03594803
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hidden Outputs: [ 0.54556662 0.4002563 0.50067407 0.40739187 0.61181406 0.50898604
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final inputs: [ 4.33837637]
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oet: [-5.24507059]
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hidden inputs: [ 0.63007349 0.63801696 -0.07807094 -0.68798191 0.88798339 0.02575681
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hidden Outputs: [ 0.65250613 0.65430505 0.48049217 0.33448216 0.70847384 0.50643885
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final inputs: [ 4.19609458]
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oet: [-2.98026222]
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hidden inputs: [ 0.22297174 0.05376488 0.49777803 -0.16984699 0.65306196 0.27350956
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hidden Outputs: [ 0.55551313 0.51343798 0.62193702 0.45764004 0.65770014 0.56795429
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0.42726807 0.57427738 0.42590879 0.2919814 0.43713537 0.28877783
0.48477666]
final inputs: [ 4.31512809]
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oet: [-1.71000561]
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...,
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[ 0.06043783 0.09640087 -0.14028655 ..., 0.09292325 -0.0638542
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hidden inputs: [ 0.24200597 0.37769948 0.12810556 0.18840279 -0.25660335 0.24103975
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hidden Outputs: [ 0.56020793 0.59331813 0.53198266 0.54696187 0.43619886 0.55996986
0.51158856 0.49421533 0.31094118 0.6331345 0.32924447 0.66097721
0.32854767 0.70738219 0.4750895 0.46982017 0.48008243 0.45857737
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final inputs: [ 4.07685405]
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oet: [-5.1048355]
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...,
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hidden inputs: [-0.71741235 0.28193895 0.35724446 -0.09851661 -0.30469682 -0.19552556
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hidden Outputs: [ 0.32796306 0.57002152 0.58837323 0.47539075 0.42440971 0.45127374
0.40641031 0.42058258 0.49763263 0.57394511 0.4935948 0.53860998
0.30073738 0.45573057 0.46057643 0.38262802 0.52690761 0.51343094
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final inputs: [ 4.04746073]
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oet: [-4.97069412]
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...,
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hidden inputs: [-0.54503054 -0.19443842 0.56411908 0.23751335 -0.28311701 -0.56622225
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0.17079572 -0.63542504 -0.53803969 -0.54319161 -0.11834783 0.06255011
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hidden Outputs: [ 0.36701813 0.45154296 0.63740508 0.55910076 0.42968977 0.36210898
0.38735304 0.54048776 0.39803158 0.32601427 0.55727116 0.35767422
0.54259543 0.34628145 0.36864372 0.36744545 0.47044753 0.51563243
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final inputs: [ 4.21102716]
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oet: [-4.58295494]
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...,
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hidden inputs: [-1.00357471 -0.10390895 -0.18462424 0.03678917 0.36804436 -0.3093196
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hidden Outputs: [ 0.26823917 0.47404611 0.4539746 0.50919626 0.59098634 0.42328083
0.32267918 0.29424796 0.51661918 0.41904827 0.43553456 0.49943966
0.56532404 0.4067961 0.50034633 0.37275001 0.43942942 0.53866281
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final inputs: [ 4.05415957]
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oet: [-3.89132091]
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hidden inputs: [-0.7041128 0.25642636 0.01777862 -0.27918935 -0.29216395 -0.59629826
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hidden Outputs: [ 0.330901 0.56375761 0.50444454 0.43065253 0.42747418 0.35519105
0.30933465 0.47348521 0.36681309 0.50524514 0.41827084 0.43874827
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final inputs: [ 4.0496476]
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oet: [-5.08865517]
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X: [ 1. 0. -1.33460919 0.63635135 -0.69966852 1. 0.
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hidden inputs: [-0.42081154 0.3316586 -0.22483763 0.21399668 -0.26371784 -0.24815401
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hidden Outputs: [ 0.39632257 0.58216288 0.44402619 0.55329594 0.43445 0.43827791
0.35369449 0.33007549 0.36279069 0.55528298 0.61135461 0.39122989
0.50089635 0.47722044 0.5155787 0.43560262 0.52984333 0.42069825
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final inputs: [ 4.04684568]
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oet: [-4.73853071]
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X: [ 0. 0. 0.74270727 0.7918483 1.37405656 0. 0.
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hidden inputs: [ 0.17781781 -0.49414389 0.06436263 0.40365046 -0.03665618 0.03557666
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hidden Outputs: [ 0.54433769 0.37891786 0.5160851 0.59956441 0.49083698 0.50889323
0.67618447 0.51603 0.60801293 0.43209165 0.49036599 0.44253047
0.38687992 0.36773628 0.41162031 0.40954171 0.47355015 0.41389205
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final inputs: [ 4.35663857]
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oet: [-4.16072158]
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X: [ 0. 0. -1.23074336 -1.43694126 0.88607317 1. 0.
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...,
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hidden inputs: [-1.48787221 -0.14582943 0.08725808 0.31152253 -0.41157806 -0.20261287
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hidden Outputs: [ 0.18424131 0.46360711 0.52180069 0.57725685 0.39853379 0.44951936
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final inputs: [ 4.27302364]
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oet: [-4.66700364]
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X: [ 0. 0. 0.32724398 0.01436357 -1.55384381 0. 0.
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...,
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hidden inputs: [-0.25489222 -0.19296425 -0.12520502 -0.16410143 0.41420252 -0.29680072
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0.13069601 -0.05100972 -0.02227183 -0.71075401 -0.35131757 0.11463167
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hidden Outputs: [ 0.43661972 0.45190807 0.46873957 0.45906646 0.60209513 0.42633976
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final inputs: [ 4.1895681]
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oet: [-3.96608583]
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...,
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[-0.09853126 0.07112598 -0.07067076 ..., 0.03038058 0.0014106
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[ 0.06043783 0.09640087 -0.14028655 ..., 0.09292325 -0.0638542
-0.06372166]]
hidden inputs: [-0.88051834 -0.23774091 0.60899918 0.60504777 -0.48463185 -0.29746092
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0.28905969 -0.5085103 -0.56035473 -0.39199907 0.14674291 0.57198428
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hidden Outputs: [ 0.29307038 0.44084314 0.64771247 0.64681031 0.38115898 0.4261783
0.3924497 0.56720794 0.42040166 0.31608325 0.49230836 0.32587216
0.57176591 0.37554281 0.36346539 0.40323616 0.53662004 0.63922091
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final inputs: [ 4.37356872]
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oet: [-3.4664675]
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...,
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hidden inputs: [-0.82784892 -0.16726186 0.41821218 0.56970534 0.27615321 -0.23318988
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hidden Outputs: [ 0.3041001 0.45828175 0.60305536 0.63869518 0.56860288 0.44196527
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final inputs: [ 4.28853991]
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oet: [-5.23382553]
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...,
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hidden inputs: [-0.64326007 0.01333635 0.02893001 0.39582085 -0.07899198 -0.31058969
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hidden Outputs: [ 0.34450997 0.50333404 0.507232 0.59768316 0.48026227 0.42297081
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final inputs: [ 4.15832421]
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oet: [-2.37464707]
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...,
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hidden inputs: [-0.40643462 -0.55402965 0.0764159 -0.21368478 0.35334132 -0.10310469
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hidden Outputs: [ 0.39976734 0.36493001 0.51909468 0.44678116 0.58742761 0.47424664
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final inputs: [ 4.29878687]
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oet: [-3.1601373]
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...,
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hidden inputs: [ 0.2686027 -0.2977931 0.04754739 0.48725999 -0.17649865 -0.26365942
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hidden Outputs: [ 0.56674984 0.42609707 0.51188461 0.61946074 0.45598953 0.43446435
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final inputs: [ 4.32264692]
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oet: [-4.68354859]
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...,
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hidden inputs: [ -1.38887331e+00 3.21471952e-02 -2.94233412e-01 -3.98985565e-02
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hidden Outputs: [ 0.19958769 0.50803611 0.42696778 0.49002668 0.51290092 0.26305193
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final inputs: [ 4.26634446]
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oet: [-4.05940136]
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hidden inputs: [-0.23324695 0.09260371 -0.5730477 -0.7623099 0.6394811 -0.51624778
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hidden Outputs: [ 0.4419512 0.5231344 0.36053388 0.31814497 0.65463615 0.37373005
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final inputs: [ 4.12677859]
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oet: [-3.03774652]
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X: [ 1. 0. 1.57363386 -0.86678579 -0.82146002 0. 0.
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hidden inputs: [-1.23845808 -0.64936444 -0.44654104 0.19979228 -0.42652067 -0.79628785
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hidden Outputs: [ 0.22470449 0.34313277 0.39018348 0.54978258 0.39495747 0.31082014
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final inputs: [ 4.08428771]
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oet: [-3.55207431]
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hidden inputs: [ 0.16344408 0.29362197 0.20942145 -0.15193332 -0.0572834 0.07892017
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hidden Outputs: [ 0.5407703 0.57288262 0.55216485 0.46208957 0.48568306 0.51971981
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final inputs: [ 3.92110545]
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oet: [-4.68446021]
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X: [ 1. 0. 0.74270727 -0.81495348 -0.45608552 0. 0.
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hidden inputs: [-0.97991669 -0.17917934 -0.19738975 0.2659048 0.11939829 -0.27508864
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hidden Outputs: [ 0.27290831 0.45532463 0.45081217 0.56608726 0.52981416 0.43165827
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final inputs: [ 4.1113652]
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oet: [-3.87685682]
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...,
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hidden inputs: [-0.02495932 0.30418378 -0.18400979 0.27812503 0.24248657 0.59400726
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hidden Outputs: [ 0.49376049 0.57546496 0.45412692 0.56908649 0.56032634 0.64428407
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final inputs: [ 4.30819345]
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oet: [-3.61058836]
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...,
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hidden inputs: [-0.41900473 0.70544225 0.31146111 0.03925758 -0.22389485 -0.20357662
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hidden Outputs: [ 0.39675493 0.66939328 0.57724186 0.50981314 0.44425895 0.44928089
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final inputs: [ 4.06352042]
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oet: [-4.94264936]
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...,
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hidden inputs: [-0.72754915 -0.15333019 0.27591787 0.387951 -0.1679071 -0.61681433
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hidden Outputs: [ 0.32573278 0.46174238 0.56854515 0.59578935 0.45812157 0.35050633
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final inputs: [ 4.27745577]
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oet: [-4.18077379]
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hidden inputs: [-0.16523033 -1.00524116 0.16911859 0.85151156 0.09994002 -0.02318019
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hidden Outputs: [ 0.45878614 0.2679122 0.54217917 0.70088413 0.52496423 0.49420521
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final inputs: [ 4.52962388]
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oet: [-5.28195253]
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...,
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hidden inputs: [-1.09860384 -0.23755357 -0.00901017 0.65862317 -0.07297839 -0.53144274
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hidden Outputs: [ 0.25000158 0.44088932 0.49774747 0.65895104 0.4817635 0.37018046
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final inputs: [ 4.36598263]
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oet: [-2.02548684]
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hidden inputs: [-0.20947554 -0.57674993 -0.19711792 0.59038553 -0.35422919 -0.45221166
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hidden Outputs: [ 0.44782177 0.35968078 0.45087947 0.6434536 0.41235723 0.38883505
0.59128883 0.57279601 0.37182613 0.30327581 0.65631029 0.43117723
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final inputs: [ 4.19129179]
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oet: [-4.27654066]
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hidden inputs: [-0.14316749 0.18087344 0.46418458 -0.42288802 -0.20451375 0.40030319
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hidden Outputs: [ 0.46426914 0.54509548 0.6140064 0.39582588 0.44904903 0.5987605
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final inputs: [ 4.11766341]
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oet: [-5.12359264]
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X: [ 1. 0. 0.01564651 -1.38510895 2.10644035 0. 1.
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hidden inputs: [-0.58249143 -0.24422724 0.73333076 0.13230015 -0.27659789 -0.99749809
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hidden Outputs: [ 0.35835952 0.43924488 0.67553576 0.53302688 0.43128804 0.26943361
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final inputs: [ 4.38791993]
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oet: [-3.91083708]
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hidden inputs: [-1.04161118 -0.20825742 0.5428866 0.68107467 0.30353182 -0.34980638
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hidden Outputs: [ 0.26083924 0.44812301 0.63248366 0.66397851 0.57530567 0.41342937
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final inputs: [ 4.25240366]
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oet: [-1.6693334]
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[ 0.06043783 0.09640087 -0.14028655 ..., 0.09292325 -0.0638542
-0.06372166]]
hidden inputs: [-0.3187092 0.41290498 0.38406556 0.05360405 -0.40488105 0.14062032
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hidden Outputs: [ 0.42099036 0.60178423 0.59485329 0.5133978 0.40014018 0.53509727
0.52558273 0.53343308 0.29169001 0.58488408 0.38107934 0.6835667
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0.56146972]
final inputs: [ 4.20429392]
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oet: [-5.04483147]
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...,
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hidden inputs: [-0.40616924 0.04039503 0.03496355 -0.2427581 0.57748106 0.31741296
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hidden Outputs: [ 0.39983102 0.51009738 0.50874 0.43960677 0.64048759 0.57869364
0.58925096 0.42760687 0.49141246 0.65376189 0.36611225 0.65550583
0.46689428 0.58283597 0.46365755 0.40682539 0.45137781 0.37197492
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final inputs: [ 4.32906176]
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oet: [-4.82778984]
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...,
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hidden inputs: [-1.47183235 -0.47819343 -0.63487971 0.19800176 -0.11012549 -0.78153592
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hidden Outputs: [ 0.18666427 0.38267881 0.3464049 0.54933935 0.47249642 0.31398896
0.41355706 0.33787815 0.50547243 0.48191868 0.56999141 0.42573367
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final inputs: [ 4.04268008]
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oet: [-2.09361127]
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...,
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hidden inputs: [-0.97528878 0.26783848 -0.33212455 -0.01078276 0.16447757 -0.31776711
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0.28454099 -0.49874438 -0.13333424 -0.11540018 -0.34313975 0.35850977
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hidden Outputs: [ 0.27382759 0.56656218 0.41772378 0.49730434 0.54102694 0.42122002
0.37037565 0.32018844 0.36934029 0.51481816 0.58243517 0.41733738
0.57065915 0.37783579 0.46671574 0.47118193 0.415047 0.58867964
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final inputs: [ 4.14156586]
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oet: [-3.22895158]
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...,
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hidden inputs: [-0.90655742 -0.162205 -0.17342925 0.41699549 -0.06623026 -0.07892738
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hidden Outputs: [ 0.28770481 0.45953743 0.45675104 0.60276407 0.48344848 0.48027839
0.44727809 0.41266445 0.48249234 0.26259175 0.52751437 0.48764542
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final inputs: [ 4.1548934]
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oet: [-2.74059103]
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...,
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hidden inputs: [-0.03517012 -0.63372952 0.03121916 0.13924082 -0.09578833 -0.39654522
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hidden Outputs: [ 0.49120838 0.34666536 0.50780416 0.53475407 0.47607121 0.40214267
0.56355296 0.39295024 0.52566569 0.44166712 0.52743504 0.40540569
0.44220538 0.40981411 0.5208755 0.23066153 0.4045594 0.41331554
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final inputs: [ 4.09634842]
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oet: [-4.90380764]
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X: [ 0. 0. -0.60754843 -1.17777969 0.27629827 1. 0.
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hidden inputs: [-1.269686 -0.15104916 0.34800328 0.22856401 -0.37074125 -0.58619014
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hidden Outputs: [ 0.21931101 0.46230934 0.5861333 0.55689353 0.40836192 0.35750949
0.4514647 0.46046855 0.39269278 0.49778261 0.4523684 0.55199013
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final inputs: [ 4.16592222]
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oet: [-5.02851199]
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X: [ 0. 0. -1.02301172 -0.08930106 -1.55384381 0. 1.
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hidden inputs: [-0.33242858 0.93231004 0.38151522 -0.29336219 -0.254792 0.09366143
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hidden Outputs: [ 0.41764983 0.71754371 0.5942385 0.42718095 0.43664438 0.52339825
0.30499809 0.49068434 0.38464008 0.51425071 0.47787224 0.59610467
0.42611033 0.50646242 0.40128935 0.4621965 0.42589839 0.51177403
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final inputs: [ 4.02076737]
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oet: [-4.8888702]
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X: [ 1. 0. 2.30069462 -1.28144432 1.61845695 0. 0.
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hidden inputs: [-0.61291706 -0.5983872 -0.23638255 0.63841018 0.03674445 -0.79848406
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hidden Outputs: [ 0.35139406 0.35471276 0.44117801 0.65439399 0.50918508 0.31034989
0.66650789 0.44774036 0.6470935 0.25208042 0.55050291 0.35836105
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final inputs: [ 4.39834548]
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oet: [-3.38098314]
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hidden inputs: [ 0.36573264 -0.26823012 0.12272431 -0.17727533 0.25434279 0.30743399
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hidden Outputs: [ 0.59042743 0.43334165 0.53064263 0.45579687 0.56324512 0.5762588
0.64537753 0.51115586 0.60426409 0.54739025 0.46483364 0.53673642
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final inputs: [ 4.31607229]
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oet: [-4.0705378]
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...,
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hidden inputs: [ 0.43547528 -0.31033986 0.01865274 0.24753479 -0.09108538 -0.19418751
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hidden Outputs: [ 0.60718035 0.42303179 0.50466305 0.56156964 0.47724439 0.4516051
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0.38079349 0.46734167 0.47072451 0.50756179 0.53799902 0.49190707
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final inputs: [ 4.05220698]
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oet: [-5.06916232]
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...,
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hidden inputs: [ -5.32329221e-01 -1.40796738e-02 3.30528061e-01 3.20253072e-01
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hidden Outputs: [ 0.3699738 0.49648014 0.58188786 0.57938593 0.62982767 0.52098126
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0.48965744 0.53544089 0.40164549 0.39383922 0.53806687 0.40018106
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final inputs: [ 4.26759461]
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oet: [-3.90077288]
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...,
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hidden inputs: [-0.07813463 -0.33717084 -0.32784889 0.08474151 0.14001285 -0.68334971
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hidden Outputs: [ 0.48047627 0.41649688 0.41876411 0.52117271 0.53494614 0.33551409
0.59319505 0.40520003 0.58549551 0.44604663 0.51620051 0.52277639
0.45015429 0.37794018 0.5004112 0.30372898 0.3920712 0.4967717
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final inputs: [ 4.24400039]
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oet: [-5.14518155]
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hidden inputs: [ 0.29430265 -0.0979325 0.57258337 0.30974211 -0.31618788 0.10835062
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hidden Outputs: [ 0.57304916 0.47553642 0.63935906 0.57682231 0.42160507 0.52706119
0.45198238 0.62852756 0.43274388 0.41209602 0.30800332 0.48607086
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final inputs: [ 4.17856399]
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oet: [-4.82063152]
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hidden inputs: [ 0.07401158 -0.10830549 -0.08524496 -0.1293628 0.07564225 -0.68811494
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hidden Outputs: [ 0.51849445 0.47295006 0.47870166 0.46770433 0.51890155 0.33445254
0.57533762 0.46659948 0.52634453 0.44747934 0.5054148 0.58354582
0.39851719 0.31827844 0.48087613 0.35527303 0.35020407 0.53027228
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final inputs: [ 4.21090441]
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oet: [-4.69309331]
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X: [ 1. 0. -1.43847501 0.63635135 -0.21168512 1. 0.
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hidden inputs: [-0.39765071 0.57901384 0.03784682 -0.41499106 -0.19664143 -0.49630905
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hidden Outputs: [ 0.40187691 0.64084046 0.50946058 0.39771596 0.45099744 0.37840845
0.34138385 0.40461935 0.40920512 0.47996958 0.46371578 0.61780907
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final inputs: [ 4.10170729]
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oet: [-4.76582705]
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X: [ 0. 0. 0.74270727 -1.12594737 1.37405656 0. 1.
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hidden inputs: [-0.98303702 -0.34928112 0.49350155 0.78440113 -0.54394071 -0.38113889
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0.00751307 -0.70877656 -0.72207848 -0.56003886 0.01041399 0.1281144
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hidden Outputs: [ 0.27228959 0.41355676 0.62093096 0.68662788 0.36727135 0.40585224
0.53020583 0.5695703 0.52858158 0.34353521 0.67281384 0.30884299
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final inputs: [ 4.51499264]
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oet: [-4.62780679]
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hidden inputs: [-0.47739051 -0.32074593 -0.43532782 0.30097238 0.17059704 -0.38939712
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hidden Outputs: [ 0.38286851 0.42049397 0.39285482 0.5746802 0.54254612 0.40386244
0.61494512 0.38324339 0.5281481 0.32364114 0.63072812 0.3746285
0.49252866 0.33660208 0.47465592 0.33391455 0.37532783 0.48189075
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final inputs: [ 4.2940959]
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oet: [-4.71012813]
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hidden inputs: [-0.35047396 0.29133899 0.46348294 0.0843314 -0.17998815 -0.04912521
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hidden Outputs: [ 0.41326749 0.57232391 0.6138401 0.52107036 0.45512405 0.48772117
0.64190971 0.58853642 0.45386353 0.53519824 0.42919232 0.63274724
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final inputs: [ 4.56088547]
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oet: [-5.03756131]
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hidden inputs: [ 0.27445893 0.08963619 -0.26984035 -0.33487688 0.26963968 0.06737014
0.59097098 -0.20069675 -0.20518905 -0.21649971 -0.21578924 -0.05387418
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hidden Outputs: [ 0.56818724 0.52239406 0.43294629 0.41705448 0.56700444 0.51683617
0.6435879 0.44999355 0.44888196 0.4460855 0.44626106 0.48653471
0.43285581 0.4718686 0.49274932 0.44256203 0.37705584 0.41868535
0.3521012 ]
final inputs: [ 4.14174067]
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[ 0.42779279]
[ 0.13469426]
[ 0.25363119]
[ 0.69057064]
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oet: [-4.19391121]
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X: [ 1. 0. -0.81528007 -0.71128885 0.03189788 0. 1.
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...,
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hidden inputs: [-0.31509142 0.30973989 0.44369159 0.35790465 -0.51000663 -0.50058509
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hidden Outputs: [ 0.42187247 0.57682177 0.60913831 0.58853311 0.37519197 0.37740318
0.3024137 0.46698596 0.33661259 0.31587976 0.64237096 0.43347264
0.47301581 0.32046191 0.40504977 0.40070791 0.45796276 0.57865832
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final inputs: [ 4.13315681]
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[ 0.25363119]
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oet: [-5.02331186]
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X: [ 1. 0. -0.39981678 -0.03746875 -0.45608552 0. 0.
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...,
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hidden inputs: [-0.74952388 -0.20566433 0.15225459 0.39577191 0.18030287 -0.47439369
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0.17237021 -0.49035417 0.00077671 -0.67883152 -0.10996505 0.05355503
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hidden Outputs: [ 0.32092505 0.44876439 0.53799029 0.59767139 0.544954 0.38357684
0.32572118 0.37041787 0.35281072 0.61225947 0.48156633 0.40941127
0.54298617 0.37981014 0.50019418 0.33652214 0.47253641 0.51338556
0.3837268 ]
final inputs: [ 4.06840222]
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[ 0.25363119]
[ 0.69057064]
[ 0.49117846]]
oet: [-4.7049567]
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X: [ 0. 0. 0.32724398 1.31017145 2.10644035 0. 0.
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...,
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hidden inputs: [ 0.10251261 -0.50899403 0.45585791 0.77336313 0.12179353 0.08014212
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hidden Outputs: [ 0.52560573 0.37542938 0.6120311 0.68424796 0.5304108 0.52002481
0.63657731 0.51962398 0.52796464 0.55148085 0.474413 0.42667953
0.47484533 0.44270319 0.41113187 0.4755838 0.51471663 0.40589184
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final inputs: [ 4.5335428]
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[ 0.42779279]
[ 0.13469426]
[ 0.25363119]
[ 0.69057064]
[ 0.49117846]]
oet: [-5.55601119]
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X: [ 0. 1. -1.02301172 -0.08930106 0.76428167 0. 0.
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...,
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hidden inputs: [-0.50809286 0.2261771 0.55456065 0.62238072 0.1000324 0.04601113
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hidden Outputs: [ 0.37564071 0.55630445 0.63519305 0.65075981 0.52498727 0.51150075
0.37489053 0.45159639 0.44442118 0.57971126 0.37431471 0.42387669
0.53113424 0.3960349 0.40327517 0.53445289 0.42823813 0.49038912
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final inputs: [ 4.25614224]
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[ 0.3573097 ]
[ 0.42779279]
[ 0.13469426]
[ 0.25363119]
[ 0.69057064]
[ 0.49117846]]
oet: [-5.17937563]
Progress: 2.0% ... Training loss: 31.24 ... Validation loss: 34.48[-4.93526853]
X: [ 0. 0. 0.8465731 -0.81495348 0.27629827 0. 0.
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...,
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hidden inputs: [-0.85428081 -0.50830233 -0.46459411 -0.46466133 -0.41851459 -1.3110652
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hidden Outputs: [ 0.29853563 0.37559158 0.38589654 0.38588061 0.39687225 0.21230865
0.40480038 0.39876821 0.41153216 0.3015788 0.4730533 0.42736676
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final inputs: [-4.93526853]
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oet: [ 4.52474936]
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X: [ 0. 0. 1.26203639 -0.24479801 0.27629827 0. 1.
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...,
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hidden inputs: [-0.2855365 -0.48737857 -0.60996028 0.16292269 -0.3928664 -0.13276441
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hidden Outputs: [ 0.42909696 0.3805113 0.35206826 0.54064082 0.40302746 0.46685756
0.40026997 0.37834585 0.34029813 0.34033273 0.53160134 0.43561565
0.46101969 0.34337453 0.4544993 0.31588286 0.40794325 0.34932638
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final inputs: [-5.52014712]
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[-0.86171008]
[-0.92173273]
[-0.55207884]
[-0.62280224]]
oet: [ 6.58161391]
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X: [ 0. 0. 0.4311098 1.05100987 -0.45608552 0. 1.
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[[-0.08972065 -0.11481666 0.00556062 ..., -0.14112244 0.04489225
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...,
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hidden inputs: [ 0.29402088 -0.35939937 -0.26043693 0.08794346 -0.96758369 -0.48768856
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hidden Outputs: [ 0.57298022 0.41110497 0.43525631 0.5219717 0.27536239 0.38043823
0.32126305 0.43139107 0.30598913 0.41172658 0.38958072 0.43650971
0.21909681 0.35986865 0.34029375 0.34800555 0.38874611 0.31663974
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final inputs: [-5.48961921]
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oet: [ 4.47266387]
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X: [ 0. 0. 2.09296297 -1.85159979 -1.55384381 0. 0.
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...,
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hidden inputs: [-0.91662356 -0.29827722 -0.80291304 -0.25430379 -0.03176267 -1.36343791
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hidden Outputs: [ 0.28564637 0.42597869 0.30940274 0.43676447 0.49206 0.20368212
0.40908888 0.31570908 0.59593521 0.33450611 0.49337318 0.52117426
0.45820019 0.19808172 0.41166285 0.16932365 0.30863471 0.60676809
0.31618 ]
final inputs: [-5.10448136]
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oet: [ 5.33347669]
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X: [ 1. 0. 0.11951233 0.74001598 0.27629827 0. 1.
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...,
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hidden inputs: [-0.07670958 -0.67061981 -0.75108903 -0.19710259 -0.14620993 -0.6568198
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hidden Outputs: [ 0.480832 0.33835807 0.32058405 0.45088326 0.46351249 0.34145436
0.29522461 0.32858581 0.26691939 0.35380207 0.31516988 0.45468534
0.33688682 0.40240728 0.30987804 0.31349092 0.27959569 0.21441218
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final inputs: [-4.91197517]
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oet: [ 5.18507494]
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...,
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hidden inputs: [-0.34103491 -0.47975366 -0.30498885 -0.17451324 -0.98730463 -0.57705248
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hidden Outputs: [ 0.41555811 0.3823103 0.42433837 0.45648208 0.27144479 0.3596111
0.39864045 0.35526256 0.44081411 0.46967553 0.47886625 0.38472262
0.16675311 0.2636446 0.32698524 0.21445079 0.37201226 0.27092134
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final inputs: [-5.05521665]
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oet: [ 4.3414794]
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...,
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hidden inputs: [-0.87735214 0.06903688 -0.54524989 -0.50767063 -0.62499174 -0.24872721
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hidden Outputs: [ 0.29372678 0.51725237 0.36696717 0.37573974 0.34864701 0.4381368
0.16695856 0.22574891 0.25084448 0.59153685 0.26068477 0.41468678
0.26691469 0.43705336 0.3309869 0.46195055 0.44904379 0.33811919
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final inputs: [-5.50678933]
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oet: [ 5.16793989]
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...,
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hidden inputs: [-0.01066574 -0.08804821 0.21640233 -0.43609281 -0.40307639 0.39326437
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hidden Outputs: [ 0.49733359 0.47800216 0.55389044 0.39267237 0.40057343 0.59706828
0.47652229 0.44259781 0.3967652 0.44056248 0.35082789 0.53925797
0.27213976 0.47393364 0.42628789 0.4816092 0.56539282 0.23837101
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final inputs: [-6.54952947]
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oet: [ 5.74758331]
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...,
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hidden inputs: [-0.83293653 -0.4056895 -0.70560489 -0.33224409 -0.6408076 -0.36618032
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hidden Outputs: [ 0.30302451 0.39994615 0.33057073 0.4176947 0.345064 0.40946431
0.39270203 0.23939697 0.33797936 0.39572675 0.43118884 0.36830647
0.29443347 0.34236044 0.31765042 0.34667735 0.34592889 0.3224805
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final inputs: [-4.9767732]
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oet: [ 7.25662538]
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...,
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hidden inputs: [-0.64515759 -0.38794217 0.3120161 -0.91271198 -0.28846513 -0.4895829
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hidden Outputs: [ 0.34408159 0.40421278 0.57737729 0.2864452 0.42837967 0.37999183
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0.23524254 0.46032386 0.36685798 0.21199171 0.44359254 0.27496731
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final inputs: [-4.90881739]
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oet: [ 5.45756996]
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X: [ 0. 0. -0.9191459 1.56933303 0.27629827 0. 1.
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hidden inputs: [ 0.37448277 0.08335852 -0.1074053 -0.45405222 -0.7830976 0.2965427
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hidden Outputs: [ 0.59254173 0.52082757 0.47317446 0.38839775 0.31365267 0.57359713
0.36824629 0.43808389 0.26147206 0.427508 0.38644864 0.53490159
0.2772253 0.60060836 0.29628209 0.45742619 0.45639303 0.31628582
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final inputs: [-6.28659356]
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oet: [ 5.54529103]
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X: [ 0. 0. -1.54234083 -0.19296569 -1.55384381 1. 0.
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...,
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hidden inputs: [ -3.94378406e-01 1.94692282e-01 -2.68354345e-01 -7.90859259e-01
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hidden Outputs: [ 0.40266373 0.5485199 0.43331115 0.3119842 0.35335799 0.45858325
0.16261179 0.24405048 0.25932175 0.54126936 0.36714958 0.49978623
0.18098176 0.34380062 0.38829047 0.34521545 0.49360182 0.30184743
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final inputs: [-5.64755555]
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oet: [ 4.85112245]
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X: [ 0. 0. 0.74270727 1.36200377 0.27629827 0. 0.
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hidden inputs: [ 0.02165051 -0.25572925 -0.17236484 0.2640505 -0.55584478 0.07484863
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hidden Outputs: [ 0.50541242 0.43641384 0.45701516 0.56563173 0.36450944 0.51870343
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0.29016357 0.46054179 0.48006276 0.34391849 0.39504618 0.38501199
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final inputs: [-6.32428847]
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oet: [ 5.62157732]
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X: [ 1. 0. 0.01564651 -1.64427052 -1.55384381 0. 1.
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...,
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hidden inputs: [-1.18567705 -0.00838368 -0.11383372 -0.76963787 -0.80201301 -0.81881226
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hidden Outputs: [ 0.23403298 0.49790409 0.47157226 0.31655745 0.30959508 0.30601584
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final inputs: [-4.73050657]
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oet: [ 5.46118999]
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hidden inputs: [-0.37821106 -0.21259767 -0.23329782 -0.38434229 -0.37981364 0.1164612
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hidden Outputs: [ 0.40655844 0.44704987 0.44193865 0.40508002 0.40617185 0.52908244
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final inputs: [-5.77986782]
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oet: [ 6.16322871]
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hidden inputs: [-0.71092194 -0.31188317 -0.01065936 -0.27566177 -0.83673708 -0.83703777
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hidden Outputs: [ 0.32939516 0.42265514 0.49733518 0.43151767 0.30222244 0.30215903
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final inputs: [-5.04717022]
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oet: [ 4.03572794]
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hidden inputs: [ 0.14226334 -0.2975 -0.42831118 -0.88425399 -0.14848164 -0.45473101
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hidden Outputs: [ 0.53550597 0.42616874 0.39452968 0.29229702 0.46294764 0.38823652
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final inputs: [-5.4109097]
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oet: [ 5.19334749]
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hidden inputs: [ 0.55446985 -0.05347961 0.14703507 -1.09763436 -0.65898901 -0.19787467
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hidden Outputs: [ 0.63517201 0.48663328 0.53669268 0.25018341 0.34096675 0.45069211
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final inputs: [-5.93797448]
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oet: [ 4.89896691]
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hidden inputs: [-0.51105569 -0.23128659 -0.39663594 -0.84047804 0.16081201 -0.29755148
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hidden Outputs: [ 0.37494608 0.44243474 0.40212086 0.30143411 0.54011659 0.42615615
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final inputs: [-5.56545762]
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oet: [ 5.60700904]
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hidden inputs: [-0.39536195 -0.19783798 -0.69889037 -0.0738204 -0.66173794 -0.57608994
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hidden Outputs: [ 0.40242719 0.4507012 0.33205829 0.48155328 0.34034931 0.35983279
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final inputs: [-4.82756139]
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oet: [ 3.93740634]
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hidden inputs: [ 0.14557873 -0.28967314 -0.92219107 -0.54484199 -0.31460556 -0.079697
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hidden Outputs: [ 0.53633054 0.42808389 0.28451166 0.36706193 0.42199097 0.48008629
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final inputs: [-5.51445719]
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oet: [ 4.89995494]
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hidden inputs: [-0.57230399 0.65371393 -0.0737818 -0.71128327 -0.74603387 -0.16416297
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hidden Outputs: [ 0.36070536 0.6578469 0.48156291 0.32931535 0.32168611 0.45905118
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final inputs: [-5.66334432]
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oet: [ 4.85588511]
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hidden inputs: [ 0.21410696 -0.48439308 -1.25244298 -0.28691323 -0.47129184 -0.19711612
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hidden Outputs: [ 0.55332319 0.3812153 0.22227753 0.42875973 0.38431053 0.45087991
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final inputs: [-4.8964758]
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oet: [ 3.88503352]
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hidden inputs: [-0.89434562 -0.22562263 -0.01878967 -0.25402103 -0.00598202 -0.70437133
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hidden Outputs: [ 0.29021386 0.44383241 0.49530272 0.43683404 0.4985045 0.33084376
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final inputs: [-5.21901091]
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oet: [ 4.3729603]
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...,
[-0.11464934 -0.10818559 -0.04838337 ..., -0.06356643 0.0944684
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-0.0641257 ]
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hidden inputs: [-0.74187593 -0.68388237 0.22239317 0.19264313 -1.21084452 -0.65701274
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hidden Outputs: [ 0.32259407 0.33539535 0.55537027 0.54801239 0.22955166 0.34141098
0.29429042 0.49051943 0.32803477 0.2333677 0.36552988 0.3284323
0.31720325 0.25490819 0.32725056 0.2797824 0.46079586 0.42656684
0.3831543 ]
final inputs: [-4.97440729]
[[-1.06811614]
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oet: [ 4.42606171]
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X: [ 1. 0. -0.19208513 0.22169283 -1.55384381 1. 0.
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...,
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hidden inputs: [-0.73782239 -0.0092305 -0.69806877 -0.43726217 -0.47279914 -0.28892635
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hidden Outputs: [ 0.32348051 0.49769239 0.33224054 0.39239353 0.38395394 0.42826674
0.18722453 0.15532516 0.35046631 0.42099925 0.32167288 0.41144844
0.2379785 0.38034381 0.43331227 0.23890729 0.46801118 0.23572823
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final inputs: [-5.11915021]
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oet: [ 4.21796904]
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X: [ 1. 0. 1.36590221 -1.17777969 -0.82146002 0. 0.
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[[-0.08972065 -0.11481666 0.00556062 ..., -0.14112244 0.04489225
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[-0.04055641 0.0078865 -0.16631457 ..., 0.13624616 -0.06233644
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...,
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hidden inputs: [-0.93733874 -0.431867 -0.63274755 -0.48487492 -0.50714323 -1.38499632
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hidden Outputs: [ 0.28143822 0.3936806 0.3468878 0.38110165 0.37586346 0.20020777
0.35956911 0.24419319 0.48538515 0.31246108 0.43112444 0.46702889
0.36402345 0.22168359 0.40794831 0.19145803 0.22641353 0.49768322
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final inputs: [-4.6512362]
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oet: [ 4.95741431]
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X: [ 1. 0. 0.22337816 0.27352514 -1.55384381 0. 0.
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...,
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hidden inputs: [-0.44691355 0.06013462 -0.23552379 -1.07638333 -0.34093805 -0.41569523
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hidden Outputs: [ 0.39009485 0.51502913 0.44138974 0.25419105 0.41558163 0.3975473
0.35454697 0.19343127 0.29821805 0.53053318 0.44779488 0.34089254
0.24392085 0.3480068 0.365034 0.22833279 0.36104204 0.30190458
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final inputs: [-5.18053674]
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oet: [ 4.49987782]
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...,
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hidden inputs: [-0.88087408 -0.4260718 0.38477001 0.09903295 -1.28017191 -0.80499963
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hidden Outputs: [ 0.29299668 0.39506474 0.59502305 0.52473802 0.21752096 0.30895707
0.2294179 0.39582517 0.35475341 0.25215389 0.46992492 0.32868325
0.30838224 0.25564534 0.25284161 0.28653764 0.37566408 0.52399571
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final inputs: [-4.94924115]
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oet: [ 4.91912284]
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X: [ 0. 0. 1.46976803 -0.86678579 0.88607317 0. 0.
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...,
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hidden inputs: [-0.86546704 -1.06576141 -0.1868805 0.34930545 -0.54438987 -0.43831401
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hidden Outputs: [ 0.29619839 0.25620998 0.45341537 0.58644914 0.36716698 0.39214278
0.42995366 0.47085408 0.57434783 0.38104781 0.56554034 0.4070161
0.28218109 0.21922469 0.34575685 0.25435091 0.49476227 0.4617976
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final inputs: [-5.44761331]
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oet: [ 5.57737363]
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X: [ 1. 0. 0.63884145 -0.86678579 -0.21168512 0. 1.
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...,
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hidden inputs: [-0.58163171 -0.2757022 -0.66570345 -0.12337222 -0.54856261 -0.24642672
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hidden Outputs: [ 0.35855722 0.43150775 0.33945958 0.46919601 0.36619796 0.4387032
0.29072099 0.29080447 0.30503757 0.25614387 0.51192453 0.40285071
0.39700685 0.25146853 0.35404768 0.30580019 0.40472827 0.30324366
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final inputs: [-4.98810729]
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oet: [ 5.52583376]
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X: [ 1. 0. 0.53497563 1.31017145 0.51988127 0. 0.
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...,
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hidden inputs: [ 0.08263838 -0.16330628 -0.16081625 -0.49213002 -0.55126589 -0.05901643
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hidden Outputs: [ 0.52064785 0.45926392 0.45988236 0.37939192 0.36557076 0.48525017
0.46506444 0.33746576 0.37399225 0.38218977 0.49203885 0.44530731
0.26730997 0.45055475 0.41319123 0.34302804 0.39775681 0.32221727
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final inputs: [-5.80172963]
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oet: [ 4.95567902]
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X: [ 1. 0. 0.95043892 1.05100987 -0.45608552 0. 1.
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...,
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hidden inputs: [-0.20550748 -0.62859668 -0.59498452 -0.02980628 -0.94137834 -0.36505738
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hidden Outputs: [ 0.44880319 0.3478288 0.35549199 0.49254898 0.28062201 0.40973587
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final inputs: [-4.87815358]
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oet: [ 3.8777374]
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hidden inputs: [ 0.0567516 -0.20568193 -0.78860442 -0.35100602 -0.5718389 -0.30082264
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hidden Outputs: [ 0.51418409 0.44876003 0.31246841 0.41313849 0.36081262 0.42535639
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final inputs: [-4.85657609]
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oet: [ 3.85064687]
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hidden inputs: [-0.23029091 -0.69381938 -0.602082 -0.41997452 -0.11054687 -0.96138996
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hidden Outputs: [ 0.44268037 0.33318397 0.35386751 0.39652285 0.47239139 0.27659999
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final inputs: [-4.88869509]
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oet: [ 4.78690705]
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hidden inputs: [-0.79223077 -0.18680359 -0.2094923 -0.33448248 -0.63470695 -0.42789783
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hidden Outputs: [ 0.31168988 0.45343444 0.44781763 0.41715037 0.34644402 0.39462842
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final inputs: [-5.77746467]
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oet: [ 5.20155381]
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...,
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hidden inputs: [-1.41945586 -0.59670644 -0.49957572 0.1549311 -0.20699741 -0.71637261
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hidden Outputs: [ 0.1947469 0.35509757 0.37764038 0.53865548 0.44843464 0.32819226
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final inputs: [-5.20043093]
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oet: [ 6.01932326]
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hidden inputs: [-0.74922392 -0.10714119 -0.21585709 -0.8527547 -0.83492357 -0.57430465
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hidden Outputs: [ 0.32099043 0.4732403 0.44624429 0.29885532 0.30260501 0.36024414
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final inputs: [-5.41824933]
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oet: [ 4.61630317]
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hidden inputs: [-0.18288418 -0.57738109 -1.10573092 -0.41593609 -0.63706406 -0.70759513
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hidden Outputs: [ 0.45440596 0.35953543 0.24866763 0.39748961 0.34591051 0.33013045
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final inputs: [-4.75115533]
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oet: [ 3.833435]
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hidden inputs: [-0.30940898 -0.32003779 -0.58497941 -0.23484527 -0.67824036 -0.96007271
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hidden Outputs: [ 0.42325901 0.42066654 0.35778764 0.44155704 0.33665415 0.27686364
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final inputs: [-5.02085357]
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oet: [ 4.69854329]
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hidden inputs: [-0.21056539 0.04986602 -0.1057692 0.03199386 -0.21361701 -0.03293029
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hidden Outputs: [ 0.44755229 0.51246392 0.47358232 0.50799778 0.4467979 0.49176817
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final inputs: [-6.211552]
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oet: [ 7.01390515]
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hidden inputs: [ 0.03089625 -0.14969629 -0.16685076 0.21740441 -1.05396901 -0.44915704
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hidden Outputs: [ 0.50772345 0.46264566 0.45838381 0.55413804 0.25846367 0.38956121
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final inputs: [-5.64812521]
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oet: [ 5.29273659]
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hidden inputs: [-0.33009688 -0.20704363 -0.67881794 -0.10830637 -0.49616062 -0.2119966
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hidden Outputs: [ 0.41821705 0.44842321 0.33652518 0.47294985 0.37844336 0.44719846
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final inputs: [-5.13373161]
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oet: [ 4.34832462]
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...,
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hidden inputs: [-0.12659613 -0.42957636 -0.30446193 -0.68662131 -0.34069411 -0.14906325
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hidden Outputs: [ 0.46839317 0.3942275 0.42446709 0.3347851 0.41564088 0.46280304
0.55971649 0.37003493 0.55917972 0.33961319 0.30021196 0.47419371
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final inputs: [-5.63515493]
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oet: [ 7.20933593]
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...,
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hidden inputs: [ 0.1283692 -0.16319475 -0.23445875 -0.61479839 -0.71338088 -0.75718295
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hidden Outputs: [ 0.5320483 0.45929162 0.44165235 0.3509654 0.32885222 0.31925819
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0.33526495 0.27864075 0.21549722 0.38953148 0.40596555 0.4700701
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final inputs: [-5.16392462]
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oet: [ 4.12491706]
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...,
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hidden inputs: [ 0.15413468 -0.06740234 -0.27630978 -0.07027928 -0.62359042 -0.20015455
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hidden Outputs: [ 0.53845756 0.48315579 0.43135871 0.48243741 0.34896531 0.45012775
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final inputs: [-5.84540301]
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oet: [ 5.13166575]
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hidden inputs: [-0.04600624 -0.2614362 -0.45855698 -0.16020643 -0.22607648 -0.52710433
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hidden Outputs: [ 0.48850047 0.43501069 0.3873282 0.46003384 0.44372038 0.37119251
0.35993884 0.40636776 0.24932823 0.46387226 0.31310842 0.30210059
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final inputs: [-5.58533036]
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oet: [ 5.58277733]
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hidden inputs: [-0.14190539 -0.09443655 -1.26791378 -0.77376312 -1.07205187 -0.48303092
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hidden Outputs: [ 0.46458307 0.47640839 0.21961459 0.31566563 0.25501307 0.38153667
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final inputs: [-4.92042073]
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oet: [ 4.16257902]
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hidden inputs: [-0.49100694 -0.28722951 -0.15677518 -0.94566855 -0.73679773 -0.22116128
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hidden Outputs: [ 0.37965639 0.42868226 0.46088629 0.27975675 0.32370479 0.44493395
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final inputs: [-5.70528112]
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oet: [ 4.7985869]
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hidden inputs: [-0.62869718 0.13591078 -0.03668083 -0.94788468 -0.56538027 -0.25225481
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hidden Outputs: [ 0.34780601 0.53392549 0.49083082 0.27931043 0.36230348 0.43726859
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final inputs: [-5.55687084]
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oet: [ 4.53440245]
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hidden inputs: [-0.20393827 -0.88733056 -0.56067959 -0.01346757 -0.05012673 -0.26213561
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hidden Outputs: [ 0.44919141 0.29166101 0.36339023 0.49663316 0.48747094 0.4348388
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final inputs: [-5.45326207]
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oet: [ 5.40660459]
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hidden inputs: [-0.23552548 0.09249822 -0.16057544 -0.87311091 -0.71626815 -0.0363
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hidden Outputs: [ 0.44138932 0.52310808 0.45994218 0.2946074 0.32821529 0.490926
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final inputs: [-5.77974442]
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oet: [ 6.03079197]
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hidden inputs: [ 0.06037776 0.35922262 0.19523757 -0.60178614 -0.71268043 0.21655944
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hidden Outputs: [ 0.51508986 0.58885224 0.54865494 0.35393516 0.32900683 0.55392926
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final inputs: [-6.28781202]
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oet: [ 5.68433588]
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...,
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hidden inputs: [-1.14804233 -0.34412627 -0.14100372 0.01571482 -0.98371273 -0.74353957
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hidden Outputs: [ 0.24084684 0.41480751 0.46480736 0.50392862 0.27215572 0.32223062
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final inputs: [-4.86043368]
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oet: [ 7.55376506]
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...,
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hidden inputs: [-1.14726971 -0.17204023 -0.24489734 -0.47922422 -0.69608403 -0.83709208
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hidden Outputs: [ 0.24098813 0.45709571 0.43907983 0.38243533 0.33268102 0.30214758
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final inputs: [-4.98164261]
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oet: [ 5.29333378]
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...,
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hidden inputs: [-0.46632115 -0.30077705 -0.9454806 -0.42732948 -0.58893475 -0.88888157
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hidden Outputs: [ 0.38548735 0.42536754 0.27979462 0.39476421 0.35687931 0.29134069
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final inputs: [-4.78818071]
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oet: [ 3.78225148]
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hidden inputs: [-0.10368178 -0.19282088 -0.53543238 -0.10456357 -0.00830886 0.27350152
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hidden Outputs: [ 0.47410275 0.45194358 0.36925076 0.4738829 0.4979228 0.56795232
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final inputs: [-6.49243354]
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oet: [ 6.00473158]
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hidden inputs: [-0.57892378 -0.53530519 -0.58805322 -0.05041623 -0.79994041 -0.63294384
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hidden Outputs: [ 0.35918027 0.36928039 0.35708166 0.48739861 0.31003827 0.34684333
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final inputs: [-4.93924297]
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oet: [ 6.90485095]
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hidden inputs: [-1.12298654 0.34039986 -0.07990397 -0.60281798 -0.45931157 -0.11866609
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hidden Outputs: [ 0.24545773 0.58428765 0.48003463 0.35369925 0.38714915 0.47036824
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final inputs: [-6.2051923]
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oet: [ 5.87185591]
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hidden inputs: [ -2.51746123e-01 -3.80623565e-01 -6.04012531e-01 1.49285634e-02
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hidden Outputs: [ 0.43739377 0.40597651 0.35342623 0.50373207 0.46248179 0.54491377
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final inputs: [-5.47385737]
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oet: [ 6.86610752]
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X: [ 1. 0. -1.8539383 -0.19296569 0.51988127 1. 0.
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hidden inputs: [-0.79882417 -0.3508823 -0.106977 -0.85436856 -1.32679177 -0.5863114
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hidden Outputs: [ 0.3102771 0.41316848 0.47328123 0.29851726 0.20969054 0.35748164
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final inputs: [-4.98837124]
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oet: [ 4.88107015]
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hidden inputs: [ 0.12422551 -0.17256152 -0.74905136 -0.78148252 -0.24941003 -0.44650715
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hidden Outputs: [ 0.5310165 0.45696635 0.32102804 0.31400046 0.43796872 0.39019154
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final inputs: [-5.29491258]
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oet: [ 4.43783587]
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...,
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hidden inputs: [ 0.5973106 -0.23476494 -0.18919017 -0.50831394 -0.26014366 0.20010397
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hidden Outputs: [ 0.64504077 0.44157685 0.45284303 0.37558886 0.43532839 0.54985973
0.33014308 0.30654305 0.22827851 0.516432 0.34341011 0.35268708
0.2359288 0.3939117 0.3040118 0.57370942 0.54600842 0.25971186
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final inputs: [-6.03188769]
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oet: [ 5.2464807]
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...,
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hidden inputs: [ 0.57350983 -0.02473786 -0.90831975 -0.71072551 0.40217285 -0.22095808
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hidden Outputs: [ 0.63957266 0.49381585 0.28734379 0.32943855 0.5992096 0.44498413
0.54619842 0.34392575 0.42102857 0.58073954 0.23696478 0.59901232
0.26717201 0.50635988 0.38296145 0.32255608 0.29643286 0.3080111
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final inputs: [-6.11992009]
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oet: [ 5.85274037]
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[-0.04055641 0.0078865 -0.16631457 ..., 0.13624616 -0.06233644
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...,
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hidden inputs: [-0.63379694 -0.46851971 -0.47408648 0.19042641 -0.64147321 -0.65728823
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hidden Outputs: [ 0.34665009 0.38496667 0.38364949 0.54746326 0.34491359 0.34134904
0.58764928 0.3846512 0.52588169 0.35514638 0.42019103 0.51830146
0.41107209 0.35684801 0.38063107 0.2988765 0.33424754 0.50176596
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final inputs: [-5.56386684]
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oet: [ 8.8360691]
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...,
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hidden inputs: [-0.48141709 0.10606926 -0.29759954 -0.04045771 -0.36505363 0.09082079
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hidden Outputs: [ 0.38191756 0.52649248 0.4261444 0.48988695 0.40973678 0.5226896
0.50873915 0.4362997 0.44628348 0.47808039 0.51450801 0.49812239
0.36182094 0.443817 0.40696272 0.48719937 0.42369104 0.50308767
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final inputs: [-6.42385449]
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oet: [ 6.22283144]
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hidden inputs: [-0.37547214 -0.40853746 0.43498768 -0.41713529 -0.81128886 -0.57233708
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hidden Outputs: [ 0.40721942 0.39926286 0.60706405 0.39720245 0.30761592 0.36069773
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final inputs: [-5.37239729]
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oet: [ 5.87704542]
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hidden inputs: [-0.42371947 -0.33830859 -0.72863466 0.07390918 -0.01247496 -0.6219266
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hidden Outputs: [ 0.39562706 0.4162204 0.32549441 0.51846889 0.4968813 0.3493434
0.52318187 0.35195944 0.54428541 0.34481907 0.42425483 0.41641956
0.37773749 0.30858778 0.40823521 0.22970121 0.34973854 0.48993347
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final inputs: [-5.42243397]
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oet: [ 5.7892557]
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X: [ 1. 0. 1.36590221 -0.24479801 0.03189788 0. 0.
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hidden inputs: [-0.51722537 -0.7023711 -0.25661781 -0.40651938 -0.40845879 -0.46954819
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hidden Outputs: [ 0.37350126 0.33128674 0.43619531 0.399747 0.39928173 0.38472319
0.43800125 0.30178919 0.4527217 0.35646984 0.41777538 0.32524313
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final inputs: [-5.00146667]
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oet: [ 5.48406258]
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X: [ 1. 0. 0.8465731 -2.00709673 1.13047356 0. 1.
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hidden inputs: [-1.29314242 -0.4982346 0.2369894 -0.01080301 -0.9576696 -1.0145418
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hidden Outputs: [ 0.2153214 0.37795563 0.5589716 0.49729927 0.27734502 0.26609195
0.17850197 0.37321457 0.45045674 0.19919304 0.53319954 0.35217575
0.41297162 0.20487115 0.30982371 0.22940045 0.40404333 0.5010225
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final inputs: [-4.75706058]
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oet: [ 5.41056122]
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X: [ 1. 0. 1.88523132 -1.9034321 0.51988127 0. 0.
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...,
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hidden inputs: [-1.3498163 -0.76254 -0.07715866 -0.10408074 -0.48924722 -0.79709867
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hidden Outputs: [ 0.20590041 0.31809506 0.4807199 0.47400328 0.38007092 0.31064648
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final inputs: [-4.95403951]
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oet: [ 6.16987187]
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hidden inputs: [-0.88837046 0.39540015 0.05179525 -1.00039802 -0.39137386 -0.20456447
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hidden Outputs: [ 0.29144622 0.597582 0.51294592 0.26886317 0.40338662 0.44903648
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final inputs: [-6.0790384]
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oet: [ 6.07097232]
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hidden inputs: [-0.58738745 0.05988031 0.0341213 -0.24056697 -0.7143467 -0.06414223
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hidden Outputs: [ 0.35723452 0.51496561 0.5085295 0.44014663 0.32863909 0.48396994
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final inputs: [-5.77541465]
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oet: [ 5.67913967]
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...,
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hidden inputs: [-0.73649413 -0.48479249 -0.39041259 -0.32277802 -0.6728429 -0.70198642
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hidden Outputs: [ 0.32377126 0.38112109 0.40361798 0.41999887 0.33786056 0.33137196
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final inputs: [-4.94455247]
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oet: [ 9.28077455]
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...,
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hidden inputs: [-1.18111949 -0.69265123 -0.35597071 0.2905371 -0.62724936 -0.76110968
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hidden Outputs: [ 0.23485097 0.33344355 0.41193529 0.57212762 0.3481345 0.31840539
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final inputs: [-5.28950272]
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oet: [ 7.45358071]
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hidden inputs: [-1.20177535 -0.31227884 0.14490684 -0.50224886 -0.51720042 -0.57513807
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hidden Outputs: [ 0.23115954 0.4225586 0.53616345 0.37701232 0.3735071 0.36005209
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final inputs: [-4.99746849]
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oet: [ 4.86811517]
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hidden inputs: [-0.8346267 -1.01594915 -0.26372209 0.19884121 -0.63723187 -0.95604886
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hidden Outputs: [ 0.30266767 0.26581721 0.43444896 0.54954716 0.34587255 0.27766998
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final inputs: [-5.16152431]
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oet: [ 7.07751478]
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hidden inputs: [-0.89186444 -0.08106642 -0.0839637 -0.1809383 -0.32420241 -0.46398921
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hidden Outputs: [ 0.29072522 0.47974449 0.4790214 0.45488843 0.41965193 0.3860399
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final inputs: [-5.55292681]
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oet: [ 5.10381624]
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hidden inputs: [-0.93363003 -0.06256543 -0.34577919 -0.58190049 -0.57407915 -0.64565373
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hidden Outputs: [ 0.28218884 0.48436374 0.41440633 0.35849541 0.36029612 0.34396963
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final inputs: [-5.3583782]
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oet: [ 5.20145961]
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hidden inputs: [ 0.17612501 -0.3393445 -1.31122398 -0.95406056 -0.09298397 -0.99279378
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hidden Outputs: [ 0.54391778 0.41596871 0.2122821 0.27806894 0.47677074 0.27036061
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final inputs: [-4.91565147]
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oet: [ 3.89318308]
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hidden inputs: [ 0.19280416 0.0680712 -0.57355677 -0.38376445 -0.1802316 0.01252539
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hidden Outputs: [ 0.54805228 0.51701123 0.36041652 0.40521928 0.45506367 0.50313131
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final inputs: [-5.87721796]
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oet: [ 4.86026261]
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X: [ 1. 0. 1.36590221 -0.03746875 -0.21168512 0. 0.
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...,
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[-0.25274793 0.05640319 0.00636363 ..., -0.00857868 -0.05170192
-0.0641257 ]
[-0.04873949 0.08581315 -0.0793567 ..., 0.06569773 -0.10060165
-0.10448064]]
hidden inputs: [-0.60863201 -0.47560482 -0.42497084 -0.68600666 -0.37374855 -0.41128537
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hidden Outputs: [ 0.35237132 0.38329052 0.39532788 0.334922 0.40763555 0.39860395
0.43700381 0.41853181 0.55968613 0.38985767 0.48410862 0.49166839
0.22589402 0.28547779 0.38436545 0.31033794 0.37072453 0.34874339
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final inputs: [-5.44854934]
[[-1.06811614]
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oet: [ 8.89165634]
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X: [ 1. 0. 0.95043892 -1.48877358 0.76428167 0. 0.
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...,
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-0.0641257 ]
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hidden inputs: [-1.03825652 -0.08443936 0.1244269 -0.48238052 -0.02434834 -0.32103255
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hidden Outputs: [ 0.26148654 0.47890269 0.53106665 0.38169016 0.49391321 0.42042413
0.40916452 0.30973931 0.50568131 0.30911282 0.5318227 0.41032572
0.47997213 0.32112576 0.4475408 0.37330866 0.3583762 0.47820772
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final inputs: [-5.71102358]
[[-1.06811614]
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[-0.92173273]
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[-0.62280224]]
oet: [ 8.27204161]
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X: [ 0. 0. -1.33460919 -2.16259368 -0.69966852 1. 0.
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[[-0.08972065 -0.11481666 0.00556062 ..., -0.14112244 0.04489225
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[-0.04055641 0.0078865 -0.16631457 ..., 0.13624616 -0.06233644
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...,
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hidden inputs: [-1.46187473 0.19496553 -0.08773612 -0.58146378 -0.22592975 -0.28068166
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hidden Outputs: [ 0.18818076 0.54858757 0.47808003 0.35859585 0.4437566 0.43028667
0.13761057 0.22172633 0.30630947 0.47967019 0.35133247 0.46139782
0.37295675 0.35832312 0.46629209 0.33446642 0.50852683 0.46697373
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final inputs: [-5.64384162]
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oet: [ 5.02933938]
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...,
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hidden inputs: [-0.19727858 0.02442464 -0.25448896 -0.3325565 -0.53016838 -0.20251326
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hidden Outputs: [ 0.45083969 0.50610586 0.43671892 0.41761872 0.37047762 0.44954401
0.31856975 0.33207394 0.25673521 0.4270165 0.38278943 0.39185718
0.30508554 0.38205031 0.38223367 0.54229358 0.48272065 0.34213998
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final inputs: [-5.83366166]
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oet: [ 5.30185525]
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...,
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hidden inputs: [-0.30273259 0.08118984 0.52664161 -0.21566554 -0.07988063 0.02760752
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hidden Outputs: [ 0.42488962 0.52028632 0.62869948 0.44629163 0.48004046 0.50690144
0.31130043 0.35635567 0.36293156 0.46323734 0.32289184 0.35730365
0.33670864 0.31507746 0.3426558 0.51188481 0.43053917 0.45900157
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final inputs: [-6.15543792]
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oet: [ 5.36451788]
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X: [ 0. 0. 0.53497563 0.53268672 -0.21168512 0. 0.
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...,
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hidden inputs: [ 0.25339955 -0.55533108 -0.32189777 -0.5986016 -0.25921386 -0.50222742
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hidden Outputs: [ 0.56301307 0.36462844 0.42021332 0.35466369 0.43555697 0.37701736
0.45548701 0.31652753 0.34662324 0.3839701 0.34082206 0.43098938
0.27467745 0.37311821 0.45027103 0.34236735 0.37982934 0.38575754
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final inputs: [-5.4668663]
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oet: [ 4.47747624]
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X: [ 1. 0. 0.63884145 0.53268672 -0.69966852 0. 0.
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hidden inputs: [-0.40759782 -0.14630962 -0.70747437 -1.13497152 -0.18517126 -0.59307725
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hidden Outputs: [ 0.39948826 0.46348771 0.33015715 0.24324479 0.45383901 0.3559291
0.50822563 0.2860933 0.41850493 0.42725844 0.37227058 0.55090975
0.32707118 0.35886381 0.34052895 0.3830978 0.26814261 0.31782675
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final inputs: [-5.35342491]
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oet: [ 6.98824952]
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hidden inputs: [ 0.5747276 0.39639561 -0.32924566 -0.75404899 0.17486663 -0.24455076
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hidden Outputs: [ 0.63985333 0.59782136 0.41842418 0.31993969 0.5436056 0.43916519
0.43635382 0.3652231 0.37583036 0.4137709 0.28470505 0.60172893
0.3806678 0.55093975 0.43708774 0.49915409 0.35092155 0.33151465
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final inputs: [-6.40363639]
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oet: [ 5.95452582]
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X: [ 1. 0. 0.53497563 0.7918483 1.13047356 0. 1.
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...,
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hidden inputs: [-0.06796299 -0.39758265 -0.01287249 -0.20887778 -0.50671689 0.04846108
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hidden Outputs: [ 0.48301579 0.40189327 0.49678192 0.44796959 0.37596348 0.5121129
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final inputs: [-5.36112151]
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oet: [ 4.80726288]
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hidden inputs: [-0.86927331 -0.52546336 -0.48329033 0.07187391 -0.90824626 -0.31506288
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hidden Outputs: [ 0.29540553 0.37157561 0.38147546 0.51796075 0.28735884 0.42187943
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final inputs: [-5.60625765]
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oet: [ 5.17919931]
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...,
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hidden inputs: [-0.25020939 -0.30311964 -0.65056736 0.10322207 -0.40779648 -0.40869154
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hidden Outputs: [ 0.43777196 0.42479504 0.34286169 0.52578263 0.3994406 0.39922591
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final inputs: [-5.43343169]
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oet: [ 4.60392025]
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hidden inputs: [-0.31641188 0.05762488 -0.00592529 -0.54029101 -0.83297205 -0.10299764
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hidden Outputs: [ 0.42155045 0.51440224 0.49851868 0.36811989 0.30301701 0.47427333
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final inputs: [-5.88864259]
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oet: [ 5.41196674]
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hidden inputs: [-0.48921007 0.25836635 0.01565932 -0.53196518 -0.66123477 0.51496158
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hidden Outputs: [ 0.38007967 0.56423466 0.50391475 0.37005866 0.34046229 0.62596886
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final inputs: [-6.54946984]
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oet: [ 5.81368036]
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hidden inputs: [ 0.22578421 -0.17260507 -0.91003773 -0.57803383 -0.8323918 -0.02501762
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hidden Outputs: [ 0.55620747 0.45695555 0.28699212 0.35938514 0.30313957 0.49374592
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final inputs: [-5.69263222]
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oet: [ 4.73080744]
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hidden inputs: [-0.26450669 -0.10331735 -0.45416503 -0.48637904 -0.838851 -0.07889835
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hidden Outputs: [ 0.43425619 0.47419361 0.38837095 0.38074694 0.30177683 0.48028564
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final inputs: [-5.84566763]
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oet: [ 5.26975677]
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hidden inputs: [ 0.63533885 -0.53732517 -0.71197283 -0.67359891 -0.01805328 -0.06089436
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hidden Outputs: [ 0.65369904 0.36881003 0.32916306 0.33769145 0.4954868 0.48478111
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final inputs: [-5.64379185]
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oet: [ 4.63786262]
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hidden inputs: [-1.09182773 -0.21711032 -0.39193103 -0.7562042 -0.55424969 -0.40877392
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hidden Outputs: [ 0.25127426 0.44593463 0.40325253 0.31947094 0.36487901 0.39920615
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final inputs: [-5.01112524]
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oet: [ 5.25114668]
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hidden inputs: [-0.47007719 -0.25333548 -0.61706234 -0.7597933 -0.37783179 -0.24591609
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hidden Outputs: [ 0.38459798 0.43700269 0.35044987 0.31869114 0.40664995 0.43882894
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final inputs: [-5.65365991]
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oet: [ 4.77453097]
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hidden inputs: [ 0.18843299 -0.83784206 -0.42688371 -0.49897951 0.0347398 -0.78071828
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hidden Outputs: [ 0.54696935 0.30198947 0.39487072 0.37778052 0.50868408 0.3141651
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final inputs: [-5.37390328]
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oet: [ 5.37686331]
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...,
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hidden inputs: [-0.70493988 -0.32165882 -0.18595543 -0.38713553 -0.3287555 -0.35897108
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hidden Outputs: [ 0.3307179 0.42027153 0.45364464 0.40440705 0.41854346 0.41120866
0.23526459 0.26805671 0.32520986 0.4140213 0.33691128 0.34904003
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final inputs: [-5.14942228]
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oet: [ 5.04763424]
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...,
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hidden inputs: [-0.52448142 -0.30497643 -0.42334711 -0.32397914 -0.19888116 -0.2419697
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hidden Outputs: [ 0.37180493 0.42434141 0.39571609 0.41970631 0.45044295 0.43980101
0.19644108 0.34473191 0.30031771 0.54310335 0.25404973 0.48129786
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final inputs: [-5.67230754]
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oet: [ 6.2596515]
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...,
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hidden inputs: [-0.1286358 -0.13501614 -0.48527589 -1.09053374 -0.53929385 -0.21689604
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hidden Outputs: [ 0.46788532 0.46629715 0.38100708 0.25151778 0.36835187 0.44598757
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final inputs: [-5.59318405]
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oet: [ 5.83320549]
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...,
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hidden inputs: [-0.94412394 -0.72039151 -1.10448285 -0.16684395 -0.47531519 -0.80653439
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hidden Outputs: [ 0.28006808 0.32730678 0.24890089 0.4583855 0.38335898 0.30862949
0.37176597 0.28922605 0.34976442 0.39168005 0.40901164 0.36694635
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final inputs: [-4.61414553]
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oet: [ 6.01190874]
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...,
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hidden inputs: [-0.21654513 0.36786352 -0.45360889 -1.03917223 -0.91226948 -0.57470206
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hidden Outputs: [ 0.44607428 0.59094263 0.38850306 0.26130974 0.28653566 0.36015256
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final inputs: [-5.76098602]
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oet: [ 4.9921182]
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hidden inputs: [-0.15348056 -0.49105826 -0.45678672 -0.67848249 -0.63951788 -1.1166286
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hidden Outputs: [ 0.461705 0.3796443 0.38774838 0.33660008 0.34535553 0.24663718
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final inputs: [-4.75541147]
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oet: [ 3.73845613]
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hidden inputs: [-0.03807855 -0.03262044 0.13953895 -0.56106677 0.2701378 0.13395697
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hidden Outputs: [ 0.49048151 0.49184561 0.53482824 0.36330066 0.56712674 0.53343925
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final inputs: [-6.15874256]
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oet: [ 5.5828317]
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hidden inputs: [-0.75473905 -0.26551817 -0.5019499 -0.2794771 -0.55911607 -0.47556447
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hidden Outputs: [ 0.31978956 0.43400771 0.37708254 0.43058198 0.36375201 0.38330006
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final inputs: [-4.81744558]
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oet: [ 7.29025472]
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hidden inputs: [ 0.22399491 0.15634303 -0.39431372 -0.44242018 -0.18718839 0.62628218
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hidden Outputs: [ 0.55576576 0.53900634 0.40267929 0.39116444 0.45333907 0.65164598
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final inputs: [-6.39175153]
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oet: [ 5.41890064]
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hidden inputs: [ 0.0251987 0.61552889 0.0142316 -0.78112017 -0.17634626 0.44032806
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hidden Outputs: [ 0.50629934 0.64920098 0.50355784 0.31407851 0.45602733 0.6083372
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final inputs: [-6.60924089]
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oet: [ 5.66946833]
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hidden inputs: [-0.39670631 0.09277259 -0.3836309 -1.1449464 0.14195657 -0.66243878
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hidden Outputs: [ 0.40210394 0.52317653 0.40525147 0.24141335 0.53542967 0.34019199
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final inputs: [-5.83876195]
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oet: [ 5.35105999]
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...,
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hidden inputs: [-0.82573298 -0.57114974 -1.35027274 -0.29220102 -0.24850552 -0.76650933
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hidden Outputs: [ 0.30454806 0.36097157 0.20582579 0.42746511 0.43819137 0.31723469
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final inputs: [-4.84086095]
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oet: [ 7.06558256]
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...,
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hidden inputs: [-0.73475038 -0.47996482 -0.73141696 0.05036662 -0.37009683 -0.90587279
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hidden Outputs: [ 0.32415316 0.38226043 0.32488386 0.51258899 0.40851762 0.28784513
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final inputs: [-4.89452344]
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oet: [ 6.67820058]
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hidden inputs: [-1.2313584 -0.31718378 0.30675761 -0.63215828 -0.74094335 -0.64115678
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hidden Outputs: [ 0.22594376 0.42136224 0.57609363 0.34702132 0.32279789 0.34498509
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final inputs: [-4.74636151]
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oet: [ 5.27857492]
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hidden inputs: [-0.84789236 -0.31056768 -0.23137541 -0.56142077 -0.17444136 -0.22845764
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hidden Outputs: [ 0.29987517 0.42297618 0.44241283 0.36321879 0.45649991 0.44313271
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final inputs: [-5.44392661]
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oet: [ 5.89895723]
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hidden inputs: [-1.06520984 -0.49182153 0.23374101 0.07661074 -1.29448371 -0.78126735
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hidden Outputs: [ 0.25631511 0.37946455 0.55817065 0.51914332 0.21509486 0.31404681
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final inputs: [-4.88039761]
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oet: [ 5.18106267]
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hidden inputs: [-0.32211925 0.17378676 -0.0360924 -0.33865463 -1.1019946 -0.58494216
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hidden Outputs: [ 0.42015936 0.54333767 0.49097788 0.41613632 0.24936635 0.3577962
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final inputs: [-5.15295654]
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oet: [ 4.26280149]
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hidden inputs: [-0.69362328 -0.5781273 0.07401702 -0.13497941 -0.38213059 -0.775805
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hidden Outputs: [ 0.33322754 0.35936362 0.51849581 0.46630629 0.40561313 0.31522471
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final inputs: [-5.07461467]
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oet: [ 4.12932906]
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hidden inputs: [-0.14438201 0.03921365 -0.27340582 -1.01783805 -0.72648632 -0.59038726
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hidden Outputs: [ 0.46396707 0.50980216 0.43207116 0.26544874 0.32596625 0.356546
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final inputs: [-5.31457471]
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oet: [ 5.91294479]
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...,
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hidden inputs: [ 0.33577031 -0.42332664 -0.73625667 -0.2651646 -0.50563127 -0.12733461
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hidden Outputs: [ 0.58316272 0.39572099 0.32382325 0.43409456 0.37621822 0.46820929
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final inputs: [-5.23093985]
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oet: [ 4.62195065]
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...,
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hidden inputs: [-0.66175328 -0.32970905 0.08223734 -0.24687472 -0.36209986 -0.6155587
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hidden Outputs: [ 0.34034587 0.41831142 0.52054776 0.43859289 0.41045134 0.35079223
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final inputs: [-5.08489442]
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oet: [ 6.16290038]
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hidden inputs: [ -6.72421084e-01 1.51657648e-03 -3.09125292e-01 -5.26702543e-01
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hidden Outputs: [ 0.33795493 0.50037914 0.42332826 0.3712863 0.29181425 0.28696377
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final inputs: [-4.78335829]
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oet: [ 3.77742907]
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hidden inputs: [-0.27111019 -0.67303099 -0.51363457 -0.55063753 -0.14196009 -0.50320906
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hidden Outputs: [ 0.43263457 0.33781848 0.37434188 0.36571651 0.46456946 0.37678682
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final inputs: [-5.22543189]
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oet: [ 4.45656407]
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hidden inputs: [-0.07966848 0.04421742 -0.3816046 -0.27499156 -0.79854607 0.36434186
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hidden Outputs: [ 0.48009341 0.51105255 0.40573994 0.43168209 0.31033661 0.59009107
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final inputs: [-6.5678616]
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oet: [ 5.78245461]
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hidden inputs: [-0.84894404 -0.29130752 -0.23304372 -0.4153221 -1.30245952 -1.15608707
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hidden Outputs: [ 0.29965442 0.4276838 0.44200132 0.39763667 0.21375138 0.23937901
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final inputs: [-4.52730841]
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oet: [ 4.48065093]
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hidden inputs: [ 0.24542564 -0.29464448 -0.77197979 -0.55293525 -0.36397145 -0.72682755
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hidden Outputs: [ 0.56105028 0.4268672 0.31605099 0.36518368 0.40999853 0.32589129
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final inputs: [-5.43546248]
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oet: [ 4.88711691]
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X: [ 1. 0. -0.71141425 -1.33327663 0.03189788 0. 1.
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hidden inputs: [-1.29864129 -0.33985371 0.204251 -0.32469945 -1.07616321 -0.59140791
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hidden Outputs: [ 0.21439377 0.41584501 0.55088597 0.41953088 0.25423278 0.35631188
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final inputs: [-4.81595677]
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oet: [ 4.12427174]
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X: [ 1. 0. 1.36590221 -1.17777969 -0.45608552 0. 0.
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hidden inputs: [-1.22530364 -0.57906528 -0.56750802 -0.20506368 -0.34751269 -0.90300024
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hidden Outputs: [ 0.22700446 0.3591477 0.36181203 0.44891298 0.41398572 0.28843434
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final inputs: [-4.71551744]
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oet: [ 6.85203016]
Progress: 2.5% ... Training loss: 7.162 ... Validation loss: 4.963[ 2.91675463]
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hidden inputs: [-0.83832227 -1.2042956 -0.75118438 -0.87917938 -0.44166408 -0.98094344
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hidden Outputs: [ 0.30188825 0.23071193 0.32056329 0.29334786 0.39134452 0.27270463
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final inputs: [ 2.91675463]
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oet: [-1.97657507]
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hidden inputs: [-1.94155554 -1.14881214 -1.0752926 -0.8421315 -1.54171384 -1.43633948
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hidden Outputs: [ 0.12547706 0.24070612 0.25439788 0.30108605 0.17628627 0.19211284
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final inputs: [ 2.28681722]
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oet: [-2.53194472]
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hidden inputs: [-0.78032992 -0.64847754 -0.98947146 -1.96891235 -0.82344284 -0.90632075
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hidden Outputs: [ 0.31424878 0.3433327 0.27101649 0.12250576 0.30503333 0.28775332
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final inputs: [ 2.07482368]
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oet: [-0.25255516]
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hidden inputs: [-2.33426815 -1.89829229 -1.58024673 -1.07279224 -1.31996889 -2.10117206
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hidden Outputs: [ 0.08832437 0.13030188 0.17076054 0.25487244 0.21082347 0.10898296
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final inputs: [ 1.80091242]
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oet: [-0.01723529]
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hidden inputs: [-1.87761769 -1.93890701 -1.16611933 -0.99731409 -2.16626303 -2.20127149
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hidden Outputs: [ 0.13266275 0.12576798 0.23755715 0.26946983 0.10282125 0.09963637
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final inputs: [ 1.81879505]
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oet: [-2.0694356]
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hidden inputs: [-0.96946974 -0.85732583 -0.20041397 -0.6615502 -0.11117334 -0.13234496
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hidden Outputs: [ 0.27498621 0.29789836 0.45006354 0.34039147 0.47223526 0.46696197
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final inputs: [ 3.61140797]
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oet: [-3.26112541]
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hidden inputs: [-1.26147891 -1.76670428 -1.60283997 -0.97397598 -0.97515125 -1.61091427
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hidden Outputs: [ 0.22071941 0.14595266 0.16758506 0.27408871 0.27385494 0.16646172
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final inputs: [ 2.44503272]
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oet: [-2.69016021]
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hidden inputs: [-0.79222623 -1.15427977 -0.29307301 -0.63840864 -0.20527447 -0.48910469
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hidden Outputs: [ 0.31169086 0.23970823 0.42725171 0.34560636 0.44886083 0.3801045
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final inputs: [ 3.5882109]
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oet: [-3.19382389]
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hidden inputs: [-1.26429244 -0.91048232 -0.77791752 -0.89507668 -1.18331846 -1.02084573
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hidden Outputs: [ 0.22023586 0.28690115 0.31476888 0.29006329 0.23445605 0.26486269
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final inputs: [ 2.57294708]
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oet: [-2.75191791]
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hidden inputs: [-1.79026186 -0.79805047 -0.96541277 -1.21118526 -1.19083913 -1.1909712
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hidden Outputs: [ 0.14304062 0.3104427 0.27579578 0.2294914 0.23310889 0.23308528
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final inputs: [ 2.16283933]
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oet: [-3.13017717]
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hidden inputs: [-2.44945197 -2.36993658 -2.08110015 -1.375407 -1.30935234 -2.42604516
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hidden Outputs: [ 0.07947863 0.0854941 0.1109474 0.20174767 0.21259524 0.08120806
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final inputs: [ 1.76183431]
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oet: [-0.97602032]
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hidden inputs: [-0.56909104 -1.17738452 -0.65287977 -0.14723503 -0.83911476 -0.53423444
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hidden Outputs: [ 0.36144659 0.23552279 0.34234088 0.46325759 0.30172126 0.36952981
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final inputs: [ 3.36976058]
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oet: [-3.11871303]
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hidden inputs: [-1.33253443 -1.91970576 -1.38816868 -1.23863199 -1.59223578 -1.82374997
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hidden Outputs: [ 0.20874045 0.12789438 0.19970028 0.2246742 0.16906957 0.13898451
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final inputs: [ 1.79771077]
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oet: [-2.38464774]
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hidden inputs: [-1.08559687 -0.72004993 -0.62350045 -0.8058283 -1.0355145 -0.93919642
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hidden Outputs: [ 0.25244832 0.32738199 0.34898575 0.30878017 0.2620164 0.28106269
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final inputs: [ 2.35977683]
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oet: [-3.34916689]
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hidden inputs: [-1.4116033 -1.1186179 -0.33319356 -0.311331 -0.84908482 -0.98971411
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hidden Outputs: [ 0.1959813 0.24626774 0.41746378 0.42278989 0.29962487 0.27096855
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final inputs: [ 3.39137344]
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oet: [-3.63098787]
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hidden inputs: [-0.77506288 -1.24892489 -0.75972405 -0.80808336 -0.87217843 -0.71226488
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hidden Outputs: [ 0.31538492 0.2228863 0.31870618 0.30829907 0.29480122 0.32909858
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final inputs: [ 2.24971812]
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oet: [-3.26116041]
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hidden inputs: [-2.00260963 -1.66873316 -1.95043443 -0.46145777 -1.30900079 -1.2263833
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hidden Outputs: [ 0.1189292 0.15859316 0.124506 0.38664006 0.2126541 0.22681506
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final inputs: [ 2.38476044]
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oet: [-1.76985119]
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hidden inputs: [-1.80894071 -1.58641222 -1.24337239 -1.15088378 -1.2238608 -1.53623303
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hidden Outputs: [ 0.1407662 0.16988927 0.22384952 0.24032769 0.22725773 0.17708355
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final inputs: [ 2.03933859]
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oet: [-2.42780554]
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hidden inputs: [-0.87897809 -0.87537935 -0.77676734 -1.49441089 -0.52085639 -1.28800362
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hidden Outputs: [ 0.29338959 0.2941362 0.31501702 0.1832606 0.372652 0.21619091
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final inputs: [ 3.1619408]
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oet: [-1.07504559]
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hidden inputs: [-1.63067159 -1.35600369 -1.08025434 -0.81792894 -1.05485479 -0.94454635
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hidden Outputs: [ 0.16373838 0.20489057 0.25345789 0.30620347 0.25829394 0.27998292
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final inputs: [ 2.2438813]
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oet: [-2.83633132]
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...,
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hidden inputs: [-2.42640384 -2.24400255 -1.31864174 -0.85042793 -1.77226953 -2.46944725
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hidden Outputs: [ 0.0811813 0.09586805 0.21104436 0.2993431 0.14526032 0.07802799
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final inputs: [ 1.92240082]
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oet: [-1.91944079]
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hidden inputs: [-2.32357664 -1.43881414 -0.85103147 -1.0706799 -1.47353864 -1.97804316
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hidden Outputs: [ 0.08918909 0.19172905 0.29921653 0.25527381 0.18640535 0.12152759
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final inputs: [ 1.98864052]
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oet: [-1.75413214]
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hidden inputs: [-1.87556752 -1.85705002 -1.23908422 -1.19499063 -2.26211755 -2.01914723
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hidden Outputs: [ 0.13289883 0.13504727 0.22459543 0.23236755 0.09430934 0.1172072
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final inputs: [ 1.55277758]
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oet: [-2.5476807]
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hidden inputs: [-1.00954035 -1.02593812 -1.37508479 -1.12317256 -0.69620116 -1.01883598
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hidden Outputs: [ 0.26706981 0.26387234 0.20179956 0.24542328 0.33265502 0.2652542
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final inputs: [ 2.18136021]
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oet: [-3.20934167]
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hidden inputs: [-2.04184325 -1.9007272 -1.62303617 -0.70045093 -1.12625846 -1.9258306
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hidden Outputs: [ 0.11487917 0.13002619 0.16478657 0.33171226 0.24485225 0.12721279
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final inputs: [ 2.32678041]
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oet: [-2.66562986]
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hidden inputs: [-2.62216046 -1.77261863 -2.2920602 -1.0879076 -2.11176309 -2.15981529
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hidden Outputs: [ 0.06772576 0.14521698 0.09178267 0.2520125 0.10795876 0.10341758
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final inputs: [ 1.77214808]
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oet: [-1.63136165]
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hidden inputs: [-0.94573136 -1.34337403 -0.95840572 -1.07982666 -1.08054434 -1.26351716
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hidden Outputs: [ 0.27974409 0.20695575 0.27719751 0.25353882 0.25340302 0.22036903
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final inputs: [ 2.41815119]
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oet: [-3.41856736]
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hidden inputs: [-2.25080624 -2.27706652 -2.06225631 -1.83059867 -0.94386216 -3.32322453
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hidden Outputs: [ 0.09527994 0.0930402 0.11281979 0.13816697 0.28012086 0.03478299
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final inputs: [ 1.8268525]
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oet: [-1.44900466]
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hidden Outputs: [ 0.09773006 0.16173364 0.24056181 0.39965976 0.1791031 0.1696291
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final inputs: [ 2.39838484]
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hidden inputs: [-2.57424459 -1.95676305 -1.75771267 -0.57797765 -1.74111062 -2.01456426
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hidden Outputs: [ 0.0708145 0.12381779 0.14707704 0.35939807 0.14917192 0.11768223
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final inputs: [ 1.91785531]
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oet: [ 0.22968352]
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hidden inputs: [-1.01481295 -0.45998043 -0.63138267 -1.2691325 -0.47184113 -0.94745923
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hidden Outputs: [ 0.26603901 0.38699047 0.34719709 0.21940579 0.38418056 0.27939608
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final inputs: [ 2.62413844]
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oet: [-3.27723208]
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hidden inputs: [-2.24149257 -1.76086848 -1.55467077 -0.9115701 -0.78769009 -1.73340449
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hidden Outputs: [ 0.09608583 0.1466816 0.17441269 0.28667865 0.31266487 0.15015263
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final inputs: [ 2.51117535]
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oet: [-2.18294501]
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hidden inputs: [-2.12391773 -2.65409693 -1.85220455 -0.99162658 -1.68099969 -2.55178471
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hidden Outputs: [ 0.10679379 0.06573695 0.13561427 0.27059092 0.15696314 0.07230668
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final inputs: [ 1.87947035]
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oet: [ 1.76761973]
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hidden inputs: [-1.9427119 -2.29937924 -1.76388866 -1.47232955 -1.49962463 -2.04172229
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hidden Outputs: [ 0.12535023 0.09117438 0.14630398 0.18658879 0.18248152 0.11489147
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final inputs: [ 1.61419687]
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oet: [-2.46024747]
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hidden inputs: [-0.97899431 -1.51300014 -0.81225746 -1.16314288 -1.59136807 -1.79315249
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hidden Outputs: [ 0.27309138 0.1804946 0.30740965 0.23809668 0.16919151 0.14268665
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final inputs: [ 2.24111748]
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oet: [-2.94382863]
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hidden inputs: [-1.23695094 -1.08393196 -1.3829172 -0.33984466 -1.18812524 -0.54404773
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hidden Outputs: [ 0.22496716 0.25276265 0.20054089 0.41584721 0.2335944 0.36724648
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final inputs: [ 2.4674366]
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oet: [-3.45131361]
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hidden inputs: [-1.20129041 -1.84400367 -1.252976 -1.5587256 -0.75427552 -2.02701329
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hidden Outputs: [ 0.23124574 0.13657847 0.2221854 0.17382959 0.3198904 0.11639575
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final inputs: [ 2.39498383]
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oet: [-1.69186569]
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hidden inputs: [-1.34647648 -1.50427435 -1.48156581 -1.17908927 -1.32050383 -1.58735492
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hidden Outputs: [ 0.20644702 0.18178888 0.18519103 0.23521599 0.21073448 0.16975637
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0.17862514 0.18413276 0.2065051 0.13492726 0.16670442 0.19574145
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final inputs: [ 2.11998041]
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oet: [-3.01013546]
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hidden inputs: [-2.55382185 -2.18393506 -1.63962629 -0.96073104 -1.19281549 -2.35342937
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hidden Outputs: [ 0.07217015 0.10120243 0.16251592 0.27673185 0.23275577 0.08679357
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final inputs: [ 1.95694905]
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oet: [-0.54815973]
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hidden inputs: [-1.43306803 -1.85811144 -1.68100099 -0.81757003 -1.30406113 -1.25730082
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hidden Outputs: [ 0.1926211 0.13492333 0.15696297 0.30627972 0.21348233 0.22143889
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final inputs: [ 2.26106181]
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oet: [-1.92180537]
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hidden inputs: [-1.52349528 -1.83615879 -1.54868861 -1.0104245 -0.86443774 -1.59081782
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hidden Outputs: [ 0.1789474 0.13750622 0.17527575 0.26689678 0.29641301 0.16926887
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final inputs: [ 2.30478343]
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oet: [-1.87180503]
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hidden inputs: [-1.0168303 -1.05598312 -1.20591715 -1.05527971 -0.47230491 -0.86309786
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hidden Outputs: [ 0.26564528 0.25807783 0.23042426 0.25821254 0.38407085 0.29669252
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final inputs: [ 2.39923439]
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oet: [-3.22323277]
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hidden inputs: [-0.37916641 -0.38277329 -0.71171696 -0.93699641 -0.54504934 -0.60603776
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hidden Outputs: [ 0.40632797 0.40545819 0.32921956 0.28150745 0.36701376 0.35296357
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final inputs: [ 2.97938478]
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oet: [-3.99634012]
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hidden inputs: [-0.79564088 -1.07577897 -0.4822502 -0.89526559 -1.33164393 -1.02023606
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hidden Outputs: [ 0.31095875 0.25430564 0.38172092 0.29002439 0.20888757 0.26498142
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final inputs: [ 2.39190752]
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oet: [-3.37027147]
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hidden inputs: [-1.03442169 -1.72991928 -1.26877504 -1.34987346 -0.94779057 -1.33888366
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hidden Outputs: [ 0.26222777 0.15059791 0.21946702 0.20589106 0.27932937 0.2076937
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final inputs: [ 2.15259596]
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oet: [-3.08685546]
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hidden inputs: [-1.33209116 -1.91770394 -1.63509303 -1.03039935 -1.68810764 -1.54046989
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hidden Outputs: [ 0.20881367 0.12811783 0.16313386 0.26300669 0.15602487 0.17646698
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final inputs: [ 1.90393184]
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oet: [-2.88229579]
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hidden inputs: [-1.36478868 -1.20399429 -2.01624137 -1.66557184 -1.75993659 -1.89989118
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hidden Outputs: [ 0.20346312 0.23076542 0.1175082 0.15901546 0.14679828 0.13012079
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final inputs: [ 1.47730263]
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oet: [-2.42258824]
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hidden inputs: [-1.70026171 -1.66864291 -0.99368063 -1.06239503 -1.59406194 -1.70987964
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hidden Outputs: [ 0.15443109 0.1586052 0.2701857 0.25685203 0.16881318 0.15317933
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final inputs: [ 1.77782241]
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oet: [-2.08359352]
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...,
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hidden inputs: [-2.03132283 -2.21784467 -2.32426173 -1.53817826 -1.44455372 -2.79095034
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hidden Outputs: [ 0.11595325 0.09815944 0.08913345 0.17680026 0.19084117 0.05781517
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final inputs: [ 1.56886981]
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oet: [-0.74997749]
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hidden inputs: [-1.77527534 -1.87220143 -1.60861494 -0.82505612 -0.97433055 -1.72959017
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hidden Outputs: [ 0.14488751 0.1332872 0.166781 0.30469144 0.27401817 0.15064001
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final inputs: [ 2.24607241]
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oet: [-3.23546247]
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hidden inputs: [-0.93726476 -1.90784575 -1.44635742 -1.26704353 -1.00654748 -1.74889121
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hidden Outputs: [ 0.28145318 0.12922306 0.1905628 0.21976377 0.26765606 0.1481871
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final inputs: [ 2.21767375]
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oet: [-3.19052464]
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hidden inputs: [-1.87156215 -2.46755492 -1.79652921 -1.70488976 -1.86941336 -2.27442207
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hidden Outputs: [ 0.13336107 0.07816423 0.14227409 0.15382771 0.13360962 0.09326358
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final inputs: [ 1.51007499]
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oet: [ 0.30668047]
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hidden inputs: [-1.2061543 -0.72518021 -0.81346707 -0.74391195 -0.29780444 -1.30994307
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hidden Outputs: [ 0.23038221 0.32625329 0.30715218 0.3221493 0.42609429 0.21249637
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final inputs: [ 2.78286594]
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oet: [-3.18787206]
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hidden inputs: [-1.10894366 -1.02396109 -0.27523649 -0.8730365 -0.68502154 -1.25221564
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hidden Outputs: [ 0.24806788 0.26425655 0.431622 0.29462286 0.33514147 0.22231684
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final inputs: [ 2.75543876]
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oet: [-3.46917602]
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hidden inputs: [-2.16046337 -1.13658139 -0.94654106 -1.00050874 -1.83461511 -1.49912573
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hidden Outputs: [ 0.1033575 0.24294858 0.27958097 0.26884141 0.1376894 0.18255595
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final inputs: [ 1.89141866]
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oet: [-2.61066897]
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hidden inputs: [-2.07716067 -2.34036052 -1.75771973 -0.70842348 -1.23595605 -2.32380065
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hidden Outputs: [ 0.11133658 0.08783503 0.14707616 0.32994729 0.22514068 0.08917089
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final inputs: [ 2.18341669]
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oet: [-1.16605435]
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hidden Outputs: [ 0.24687465 0.14086075 0.13552521 0.18384413 0.24813698 0.17534255
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final inputs: [ 1.97739526]
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oet: [-3.00537671]
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hidden inputs: [-2.70569062 -2.05677074 -1.78891811 -1.36294482 -1.49641255 -2.08403982
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hidden Outputs: [ 0.0626384 0.11337002 0.14320542 0.20376211 0.18296119 0.11065777
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final inputs: [ 1.993704]
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oet: [ 0.84296684]
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hidden inputs: [-1.17186679 -1.28457326 -0.67764649 -1.05010014 -0.48141325 -0.77938271
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hidden Outputs: [ 0.23651772 0.21677276 0.33678678 0.25920587 0.38191846 0.31445294
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final inputs: [ 2.65652835]
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oet: [-2.91268196]
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hidden inputs: [-2.0056842 -1.89997851 -1.73726444 -1.48919552 -1.11527087 -1.96757729
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hidden Outputs: [ 0.11860741 0.13011091 0.14966073 0.18404251 0.24688954 0.12264935
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final inputs: [ 1.58346371]
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oet: [ 0.42624872]
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hidden inputs: [-2.54689354 -2.20501874 -1.44231956 -1.21215027 -1.40242948 -2.23569149
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hidden Outputs: [ 0.07263546 0.09930071 0.19118641 0.22932081 0.19743087 0.09659085
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final inputs: [ 1.84954233]
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oet: [-1.43861616]
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hidden inputs: [-1.01742285 -0.43222103 -1.27265491 -1.46186452 -1.41754837 -0.83637159
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hidden Outputs: [ 0.2655297 0.3935961 0.21880311 0.18818232 0.19504621 0.30229952
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final inputs: [ 2.21932792]
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oet: [-2.77869961]
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hidden inputs: [-1.92915857 -2.42299878 -1.80457537 -1.04713802 -1.66576888 -2.19326843
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hidden Outputs: [ 0.12684374 0.08143565 0.14129502 0.25977506 0.15898911 0.10035662
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final inputs: [ 1.91033969]
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oet: [-1.23478683]
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hidden inputs: [-2.19499437 -1.05022073 -0.57875931 -1.27803897 -0.52808872 -1.69898528
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hidden Outputs: [ 0.1002009 0.25918272 0.35921813 0.21788422 0.37096277 0.15459784
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final inputs: [ 2.52919426]
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oet: [-2.24506838]
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hidden inputs: [-1.17021722 -1.0427118 -1.79226557 -0.54235774 -0.94927588 -0.88786044
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hidden Outputs: [ 0.23681572 0.26062709 0.14279518 0.36763928 0.27903047 0.29155156
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final inputs: [ 2.81609818]
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oet: [-2.09092781]
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hidden inputs: [-1.66357388 -1.49410154 -0.79836004 -1.30072435 -0.92893999 -1.51331399
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hidden Outputs: [ 0.15928283 0.18330691 0.31037643 0.21404313 0.28313982 0.18044818
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0.37729953 0.13988036 0.18980056 0.22729684 0.15025581 0.28130359
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final inputs: [ 2.63592866]
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oet: [-0.68685985]
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hidden inputs: [-2.08567349 -1.0584338 -1.64523245 -2.02486919 -1.35026306 -2.33054538
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hidden Outputs: [ 0.1104971 0.25760887 0.16175434 0.11661644 0.20582737 0.0886246
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final inputs: [ 1.50123884]
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oet: [ 0.36513414]
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hidden inputs: [-2.44392503 -0.9987938 -1.56846356 -1.04567733 -1.18354819 -1.66835552
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hidden Outputs: [ 0.07988394 0.26917864 0.17243553 0.26005604 0.23441482 0.15864355
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final inputs: [ 2.14994882]
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oet: [-2.41712854]
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hidden inputs: [-1.49407079 -1.85191328 -1.44905626 -0.70388494 -1.34769811 -1.67438198
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hidden Outputs: [ 0.18331151 0.13564841 0.19014685 0.33095145 0.20624696 0.15784082
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final inputs: [ 2.27491958]
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oet: [-2.69646487]
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hidden inputs: [-2.52501753 -2.00832559 -1.38643433 -0.6695891 -1.46136944 -1.30510315
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hidden Outputs: [ 0.07412286 0.11833156 0.19997761 0.33858885 0.18825796 0.21330742
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final inputs: [ 2.08598735]
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oet: [-1.37735615]
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hidden inputs: [-1.83029271 -1.54900136 -0.51249148 -0.41754912 -1.1867971 -1.30673292
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hidden Outputs: [ 0.13820341 0.17523055 0.37460965 0.39710337 0.23383226 0.21303406
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final inputs: [ 2.68773372]
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oet: [-3.11479207]
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hidden inputs: [-1.9077465 -1.37029566 -1.52861874 -0.73622054 -1.64652629 -1.65277387
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hidden Outputs: [ 0.12923423 0.20257208 0.17819587 0.32383116 0.16157898 0.16073441
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final inputs: [ 2.22230855]
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oet: [-1.13327648]
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hidden inputs: [-0.34963477 -0.74832148 -1.15174754 -0.77462885 -0.7384204 -0.41856484
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hidden Outputs: [ 0.41347099 0.32118715 0.24017003 0.31547864 0.32334965 0.39686022
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final inputs: [ 2.87030241]
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oet: [-2.99414267]
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hidden inputs: [-2.38117486 -1.54856626 -1.21146468 -0.22446319 -1.31403552 -1.62687313
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hidden Outputs: [ 0.08461952 0.17529344 0.229442 0.44411863 0.21181234 0.16425916
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final inputs: [ 2.72656821]
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oet: [-2.99926098]
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hidden inputs: [-2.05120792 -1.34708573 -1.36175661 -1.60024591 -1.65276492 -2.02201228
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hidden Outputs: [ 0.11393038 0.20634723 0.20395496 0.16794725 0.16073561 0.11691108
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final inputs: [ 1.79730243]
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oet: [-2.32359578]
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hidden inputs: [-0.84397118 -0.56326311 -0.68400291 -1.06021677 -0.33293836 -0.54119725
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hidden Outputs: [ 0.30069907 0.36279278 0.33536848 0.25726803 0.41752585 0.36790912
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final inputs: [ 2.89903909]
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oet: [-1.44063226]
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...,
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hidden inputs: [-2.01874643 -1.6380881 -1.38236725 -1.19355977 -1.34973762 -2.34606726
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hidden Outputs: [ 0.11724867 0.16272538 0.20062908 0.23262288 0.20591327 0.08737888
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final inputs: [ 1.82845719]
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oet: [-1.64907936]
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hidden inputs: [-1.45690765 -1.31924573 -1.46297376 -0.85813268 -1.0553574 -1.49418679
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hidden Outputs: [ 0.18894075 0.21094381 0.18801292 0.29772963 0.25819766 0.18329414
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final inputs: [ 2.15460301]
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oet: [-3.08886251]
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hidden inputs: [-0.6448038 -0.65122287 -1.39085349 -1.6587926 -0.44120816 -1.52726993
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hidden Outputs: [ 0.34416144 0.34271402 0.19927154 0.15992414 0.39145313 0.17839348
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final inputs: [ 2.31212758]
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oet: [-2.23198476]
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hidden inputs: [-0.85346269 -0.49349655 -0.82656576 -0.94776816 -0.63368065 -0.43794603
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hidden Outputs: [ 0.29870698 0.37907022 0.30437171 0.27933388 0.34667643 0.3922305
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final inputs: [ 3.01531069]
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oet: [-3.99918769]
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hidden inputs: [-1.66048122 -1.95981393 -1.41683654 -0.6165741 -1.05265468 -1.93833622
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hidden Outputs: [ 0.15969741 0.12348719 0.19515799 0.35056102 0.25871566 0.12583075
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final inputs: [ 2.5806305]
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oet: [-2.22483489]
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hidden inputs: [-1.88791383 -1.69893976 -1.58177798 -1.11296754 -1.38283352 -1.76886701
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hidden Outputs: [ 0.13148252 0.15460379 0.17054382 0.24731806 0.20055431 0.14568328
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final inputs: [ 1.81159874]
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oet: [-1.69286454]
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hidden inputs: [-0.72623288 -1.48247619 -0.97754167 -0.76268262 -1.39641717 -1.28629664
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hidden Outputs: [ 0.32602194 0.1850537 0.27337984 0.31806412 0.19838527 0.2164803
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final inputs: [ 2.29689061]
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oet: [-2.55855727]
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hidden inputs: [-0.47914633 0.05721674 -0.333077 -0.11894451 -0.73802972 -0.31057448
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hidden Outputs: [ 0.38245373 0.51430028 0.41749213 0.47029888 0.32343514 0.42297452
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final inputs: [ 3.5953327]
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oet: [-4.24842634]
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hidden inputs: [-1.00513719 -0.58004691 -0.58687494 -1.22766978 -0.63390654 -0.49324055
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hidden Outputs: [ 0.26793259 0.3589218 0.35735221 0.22658953 0.34662527 0.37913047
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final inputs: [ 3.13116632]
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oet: [-2.69818793]
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hidden inputs: [-0.19399357 -1.29800101 -0.99435361 -1.19217788 -1.47757443 -1.81989487
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hidden Outputs: [ 0.45165313 0.21450164 0.27005302 0.23286965 0.18579407 0.13944649
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final inputs: [ 2.08959859]
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oet: [-3.12860616]
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hidden inputs: [-0.44663752 -1.40531569 -1.81338593 -1.41372482 -0.9383072 -0.79206742
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hidden Outputs: [ 0.39016052 0.19697395 0.1402294 0.19564722 0.28124241 0.31172493
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final inputs: [ 2.00057669]
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oet: [-3.01753203]
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hidden inputs: [-0.97333742 -1.72892691 -1.26620895 -1.57661087 -1.68789874 -1.98034015
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hidden Outputs: [ 0.27421578 0.15072489 0.21990691 0.171276 0.15605238 0.12128258
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final inputs: [ 1.61924192]
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oet: [-2.65273643]
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hidden inputs: [-0.97625134 -1.0897791 -0.29004772 -1.02458622 -1.23566341 -1.15624551
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hidden Outputs: [ 0.27363623 0.25165988 0.42799218 0.26413502 0.22519173 0.23935016
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final inputs: [ 2.45697196]
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oet: [-3.23135283]
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hidden inputs: [-0.07943302 -0.219219 -0.90373233 -0.57075941 -0.48105077 -0.12735938
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hidden Outputs: [ 0.48015218 0.44541368 0.28828411 0.36106161 0.38200403 0.46820312
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final inputs: [ 3.25834848]
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oet: [-3.48142375]
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hidden inputs: [-1.40271417 -1.87097625 -1.40753939 -1.26062263 -0.87397418 -1.5895685
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hidden Outputs: [ 0.19738577 0.1334288 0.19662245 0.22086673 0.29442803 0.16944461
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final inputs: [ 2.21882722]
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oet: [-2.98769504]
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hidden inputs: [-1.53361485 -1.90243846 -1.5273895 -0.78545294 -1.51651326 -1.51382357
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hidden Outputs: [ 0.17746541 0.12983274 0.17837595 0.31314584 0.17997553 0.18037283
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final inputs: [ 2.12256841]
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oet: [-3.05131486]
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hidden inputs: [-1.12704953 -1.77156196 -1.61763197 -2.03913003 -1.07195636 -1.64909679
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hidden Outputs: [ 0.24470601 0.14534819 0.16553171 0.11515535 0.25503122 0.16123106
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final inputs: [ 1.59652024]
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oet: [-1.34547269]
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hidden inputs: [-2.26882301 -2.20952652 -1.35752095 -0.61896061 -1.59888693 -2.16398565
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hidden Outputs: [ 0.09373815 0.09889826 0.20464351 0.35001788 0.16813724 0.10303153
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final inputs: [ 2.41454083]
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hidden inputs: [-0.85274724 -0.75956143 -0.60038369 -0.82142698 -1.24451331 -0.92218611
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hidden Outputs: [ 0.29885688 0.31874149 0.35425592 0.30546084 0.22365136 0.28451267
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hidden inputs: [-2.67996403 -2.56263758 -1.41497869 -0.49249043 -1.45372163 -2.63136185
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hidden Outputs: [ 0.06416604 0.07158206 0.19544997 0.37930706 0.18942946 0.0671471
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final inputs: [ 2.34562201]
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oet: [ 1.25736362]
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hidden inputs: [-0.74705836 -0.73618627 -1.19791579 -0.80419534 -0.78163898 -0.77015922
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hidden Outputs: [ 0.32146261 0.32383866 0.23184619 0.30912881 0.31396676 0.31644467
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final inputs: [ 3.07690215]
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hidden inputs: [-1.9969544 -1.47199721 -0.90691481 -1.2735568 -1.63930384 -2.01954684
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hidden Outputs: [ 0.11952306 0.18663924 0.28763158 0.21864899 0.16255981 0.11716586
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final inputs: [ 1.94411987]
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oet: [-1.99077734]
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hidden inputs: [-1.31868003 -1.0076245 -0.7615789 -0.77402616 -0.74815249 -0.80561006
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hidden Outputs: [ 0.21103799 0.267445 0.31830357 0.31560881 0.321224 0.30882675
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final inputs: [ 2.18329747]
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oet: [-3.15063531]
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hidden inputs: [-2.03922075 -2.33578091 -1.70883326 -1.39234189 -1.16537684 -1.871449
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hidden Outputs: [ 0.1151461 0.08820264 0.15331511 0.19903415 0.23769166 0.13337415
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final inputs: [ 1.78591208]
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oet: [-0.26134859]
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hidden inputs: [-1.02760371 -0.67418869 -1.36277473 -1.16707477 -1.19452824 -1.05447124
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hidden Outputs: [ 0.26354894 0.33755956 0.20378971 0.23738414 0.23245004 0.25836742
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final inputs: [ 2.30218383]
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oet: [-2.11177989]
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hidden inputs: [-0.70943791 -0.86158777 -0.55414816 -0.68065769 -0.93895453 -0.41296145
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hidden Outputs: [ 0.32972305 0.29700772 0.36490254 0.33611453 0.28111157 0.39820223
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final inputs: [ 3.09389168]
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oet: [-3.47133252]
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hidden inputs: [-2.86450694 -2.69621959 -1.45600339 -1.31572929 -1.30207478 -2.54927529
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hidden Outputs: [ 0.05393626 0.0631968 0.18907936 0.21152971 0.21381604 0.07247519
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final inputs: [ 1.99879167]
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oet: [-0.14344481]
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hidden inputs: [-2.20920635 -1.95856754 -1.7752186 -1.10537839 -0.73402306 -1.89011683
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hidden Outputs: [ 0.0989268 0.12362216 0.14489454 0.2487335 0.32431252 0.13123115
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oet: [-2.08169366]
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hidden inputs: [-1.02162237 -0.2557036 -0.60873772 -1.35402108 -1.20346129 -0.74962002
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hidden Outputs: [ 0.2647115 0.43642015 0.3523472 0.20521375 0.23086005 0.3209041
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final inputs: [ 2.33730727]
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oet: [-3.23848844]
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hidden inputs: [-1.99529263 -2.33813323 -2.07333077 -1.30782313 -1.38032484 -2.56458908
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hidden Outputs: [ 0.11969805 0.08801364 0.11171608 0.21285134 0.20095683 0.07145247
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final inputs: [ 1.65877561]
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oet: [-1.01078803]
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hidden inputs: [-0.52453306 -0.66157893 0.07718654 -0.70418451 -1.21911459 -0.35826771
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hidden Outputs: [ 0.37179286 0.34038502 0.51928706 0.33088512 0.2280923 0.41137897
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final inputs: [ 3.12115046]
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oet: [-3.95617495]
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hidden inputs: [-1.98565176 -1.13602681 -1.20962951 -1.02517198 -1.97188198 -1.65154942
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hidden Outputs: [ 0.12071765 0.24305059 0.22976661 0.26402119 0.12218689 0.16089965
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final inputs: [ 1.91317183]
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oet: [-2.57729159]
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hidden inputs: [-1.21398431 -0.89565883 -0.46050162 -0.24426843 -0.66169542 -0.89778836
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hidden Outputs: [ 0.22899683 0.28994343 0.38686683 0.43923473 0.34035886 0.2895052
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final inputs: [ 3.48072074]
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oet: [-2.68388064]
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hidden inputs: [-1.16767199 -1.45044084 -1.32479755 -1.34169049 -0.92853595 -0.98823189
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hidden Outputs: [ 0.23727604 0.18993373 0.21002121 0.2072322 0.28322183 0.27126145
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final inputs: [ 2.32813065]
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oet: [-2.52364064]
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hidden inputs: [-1.95646242 -1.08279279 -0.69288237 -1.16112841 -0.71328433 -1.37934948
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hidden Outputs: [ 0.1238504 0.25297787 0.33339218 0.23846231 0.32887353 0.2011135
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final inputs: [ 2.62868063]
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oet: [-0.77884682]
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hidden inputs: [-0.96393663 -0.54456162 -0.47206157 -0.61947848 -0.97810004 -0.25681974
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hidden Outputs: [ 0.27609071 0.36712707 0.38412841 0.34990007 0.27326894 0.43614565
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final inputs: [ 3.23516268]
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oet: [-3.76696909]
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hidden inputs: [-0.71576652 -0.87430672 -1.21411995 -1.15374249 -0.80449412 -1.16847867
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hidden Outputs: [ 0.32832591 0.29435895 0.22897289 0.23980617 0.309065 0.23713008
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final inputs: [ 2.40885106]
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oet: [-3.31554528]
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hidden inputs: [-0.81108281 -1.02392133 -0.75116464 -0.55995611 -0.31874478 -0.56958124
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hidden Outputs: [ 0.3076598 0.26426428 0.32056758 0.36355761 0.42098168 0.36133346
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final inputs: [ 3.17071372]
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oet: [-3.39930205]
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hidden inputs: [-1.3012618 -0.92620214 -0.95846081 -1.21008151 -0.58216029 -1.14137046
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hidden Outputs: [ 0.21395273 0.28369585 0.27718647 0.22968663 0.35843566 0.24206883
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final inputs: [ 2.58827932]
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oet: [-2.1332487]
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hidden inputs: [-1.33020928 -1.1011053 -0.7656121 -1.14772847 -1.39573975 -1.13452465
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hidden Outputs: [ 0.20912475 0.24953285 0.31742906 0.24090423 0.19849302 0.24332706
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final inputs: [ 2.19617161]
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oet: [-0.78738229]
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hidden inputs: [-1.4904056 -1.85902734 -1.37736355 -0.79038498 -1.48696574 -1.47907252
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hidden Outputs: [ 0.18386086 0.13481646 0.20143276 0.31208601 0.18437759 0.18556755
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final inputs: [ 2.26641679]
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oet: [-3.27785908]
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hidden inputs: [-1.97634316 -1.6827181 -1.05805529 -1.46775011 -1.31055116 -2.14285826
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hidden Outputs: [ 0.1217092 0.15673588 0.25768127 0.18728483 0.21239463 0.10500048
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final inputs: [ 1.96036347]
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oet: [-2.44255237]
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hidden inputs: [-1.10720258 -1.42383285 -1.4134594 -1.25146833 -0.94379173 -1.44398824
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hidden Outputs: [ 0.24839278 0.19406142 0.19568899 0.22244607 0.28013507 0.19092851
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final inputs: [ 2.06460743]
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oet: [-3.07604971]
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hidden inputs: [-1.03366492 -1.27875594 -1.25252748 -1.68342486 -1.04859194 -1.71364278
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hidden Outputs: [ 0.2623742 0.21776206 0.22226293 0.15664249 0.25949558 0.15269183
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final inputs: [ 2.18395012]
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oet: [-2.34086872]
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hidden inputs: [-1.59754861 -0.50979819 -0.18552283 -0.74301697 -0.6180774 -0.57381775
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hidden Outputs: [ 0.16832451 0.37524083 0.45375187 0.32234477 0.35021884 0.36035637
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final inputs: [ 3.2873392]
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oet: [-3.90184145]
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hidden inputs: [-1.51601548 -0.69087312 -0.81134051 -0.94227596 -1.43663181 -1.01584818
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hidden Outputs: [ 0.18004901 0.33383887 0.30760491 0.28044084 0.19206747 0.26583691
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0.24217836 0.28132965 0.30398362 0.29776573 0.32764045 0.2811256
0.25732633]
final inputs: [ 2.26666875]
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oet: [-3.21195436]
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...,
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hidden inputs: [-0.18271205 -0.37705213 -0.65732818 -1.20303639 -0.27449649 -0.39936029
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hidden Outputs: [ 0.45444864 0.40683808 0.34134005 0.2309355 0.43180355 0.40146605
0.42800227 0.41743327 0.36307213 0.4194521 0.16927206 0.55249887
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final inputs: [ 3.29404538]
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oet: [-3.75418206]
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...,
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hidden inputs: [-1.56145462 -1.6835856 -1.21440804 -1.01243788 -0.91794162 -1.76658321
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hidden Outputs: [ 0.17343802 0.15662126 0.22892203 0.26650303 0.28537749 0.14596775
0.39789511 0.24830506 0.3669502 0.1316892 0.27938565 0.21409436
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final inputs: [ 2.36428227]
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oet: [-1.47372022]
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...,
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hidden inputs: [-1.60376029 -2.24163927 -2.56846827 -1.75812811 -1.72126751 -2.3430661
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hidden Outputs: [ 0.16745672 0.09607309 0.07119553 0.14702494 0.15170797 0.0876185
0.24709232 0.15151148 0.17606389 0.10382357 0.25151252 0.09089627
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final inputs: [ 1.4172461]
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oet: [-2.44522755]
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hidden inputs: [-1.61542941 -1.08174553 -1.16660103 -1.08325078 -0.61659233 -1.68891607
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hidden Outputs: [ 0.16583618 0.25317583 0.23746991 0.25289133 0.35055687 0.15591844
0.14513375 0.28137721 0.24192607 0.38218941 0.2577185 0.36231935
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0.2718385 ]
final inputs: [ 2.48328724]
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oet: [-3.14189394]
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hidden inputs: [-0.42151696 -0.25156823 -0.59606805 -0.38792003 -0.92653751 0.04210569
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hidden Outputs: [ 0.39615381 0.43743754 0.35524378 0.40421811 0.28362771 0.51052487
0.40309273 0.37641411 0.26140299 0.5957118 0.29093041 0.46420697
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final inputs: [ 3.43844304]
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oet: [-4.22385002]
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X: [ 1. 0. 0.53497563 1.05100987 -0.69966852 0. 1.
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...,
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hidden inputs: [-1.25277579 -1.69663655 -1.43569738 -1.02369314 -1.10715882 -0.80731333
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hidden Outputs: [ 0.22222001 0.15490506 0.19221252 0.26430865 0.24840095 0.3084633
0.28863766 0.31097326 0.26739331 0.17194944 0.25387971 0.31443109
0.2022025 0.20885755 0.19536286 0.15534701 0.22344015 0.14322919
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final inputs: [ 2.17966481]
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[ 0.23223781]
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oet: [-1.38833777]
Progress: 3.0% ... Training loss: 1.327 ... Validation loss: 1.285[ 0.78372619]
X: [ 0. 0. 0.74270727 0.7918483 1.61845695 0. 1.
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hidden inputs: [-0.31420142 -0.94858573 -0.66652899 -0.60510237 -1.1036182 -0.48511742
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hidden Outputs: [ 0.42208955 0.27916933 0.33927449 0.35317722 0.24906257 0.38104445
0.41023352 0.477713 0.41803677 0.17026937 0.19541389 0.28164738
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final inputs: [ 0.78372619]
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oet: [-1.81170764]
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X: [ 0. 0. -0.71141425 0.42902209 -0.21168512 0. 0.
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...,
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hidden inputs: [-0.7434682 -1.11346575 -0.8314682 -1.35254862 -0.71601573 -0.88672464
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hidden Outputs: [ 0.32224621 0.24722533 0.30333472 0.20545402 0.32827095 0.29178621
0.24099104 0.18366135 0.20772041 0.31394932 0.24069904 0.23513772
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final inputs: [ 0.56235558]
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oet: [-1.13826644]
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X: [ 1. 0. 1.36590221 -1.74793515 0.88607317 0. 0.
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...,
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hidden inputs: [-2.85448914 -2.28985205 -1.62225535 -0.96188415 -1.54546178 -2.36357254
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hidden Outputs: [ 0.05444973 0.0919669 0.16489406 0.27650112 0.17574269 0.08599298
0.2698637 0.14303665 0.21868799 0.10808718 0.25452941 0.07313059
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final inputs: [ 0.62235929]
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oet: [ 0.10832414]
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hidden inputs: [-0.74496612 -1.16858478 -1.34171229 -1.07993712 -0.76928931 -1.08321381
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hidden Outputs: [ 0.32191915 0.23711089 0.20722861 0.25351792 0.31663286 0.25289831
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final inputs: [ 0.50530755]
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oet: [-0.90480061]
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...,
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hidden inputs: [-0.25437001 -0.82548805 -0.81409826 -0.57555662 -1.02498429 -0.42279762
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hidden Outputs: [ 0.43674818 0.30459994 0.30701787 0.35995566 0.26405766 0.3958475
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final inputs: [ 0.92270494]
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oet: [-1.34425023]
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hidden inputs: [-1.49605658 -1.37391772 -1.10861208 -1.78128645 -0.76928145 -1.76951842
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hidden Outputs: [ 0.18301441 0.20198762 0.24812973 0.14414436 0.31663456 0.14560223
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final inputs: [ 0.65355859]
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oet: [-0.26468464]
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hidden inputs: [-1.42104022 -2.16220838 -1.72677254 -1.37269598 -2.01730863 -2.07307135
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hidden Outputs: [ 0.19449856 0.10319589 0.15100087 0.20218462 0.11739757 0.11174183
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final inputs: [ 0.43363049]
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oet: [ 0.64988853]
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hidden inputs: [-1.80183323 -1.40395209 -1.55003213 -2.09026031 -1.67329398 -2.24396094
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hidden Outputs: [ 0.14162805 0.19718972 0.17508163 0.11004708 0.1579855 0.09587166
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final inputs: [ 0.37117085]
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oet: [-0.9360556]
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hidden inputs: [-1.35105105 -1.14154677 -0.82720495 -1.0543223 -0.92676264 -1.13377769
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hidden Outputs: [ 0.20569859 0.24203649 0.30423639 0.25839596 0.28358197 0.24346461
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final inputs: [ 0.49241092]
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oet: [-1.52590543]
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hidden inputs: [-2.25062356 -2.67963416 -2.06363786 -1.48101076 -2.25009355 -2.70459718
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hidden Outputs: [ 0.09529569 0.06418585 0.11268159 0.1852748 0.0953414 0.06270263
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final inputs: [ 0.45469951]
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oet: [-0.3745567]
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hidden inputs: [-2.42334292 -2.47096998 -2.16801928 -1.6554164 -1.50312815 -2.24256168
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hidden Outputs: [ 0.08140991 0.07791852 0.10265936 0.16037825 0.18195943 0.09599301
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final inputs: [ 0.53153551]
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oet: [-0.28600102]
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hidden inputs: [-2.30526015 -1.39854541 -1.70487578 -1.71440498 -1.88334869 -1.80550164
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hidden Outputs: [ 0.09068825 0.19804703 0.15382953 0.15259324 0.13200471 0.14118267
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final inputs: [ 0.38080002]
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oet: [-0.90158032]
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hidden inputs: [-1.47185431 -1.42552039 -1.80013588 -1.38843738 -0.88864106 -1.695214
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hidden Outputs: [ 0.18666093 0.19379762 0.14183452 0.19965734 0.29139035 0.15509138
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final inputs: [ 0.5862032]
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oet: [ 0.20512384]
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hidden inputs: [-2.07454214 -1.48352494 -1.26225267 -1.36984078 -1.16588748 -1.57743083
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hidden Outputs: [ 0.11159593 0.18489559 0.22058635 0.20264557 0.23759915 0.17115965
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final inputs: [ 0.58274873]
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oet: [ 0.09280414]
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hidden inputs: [-1.1109342 -0.66019298 -1.23369076 -1.49846919 -1.49121257 -1.11139864
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hidden Outputs: [ 0.24769677 0.34069626 0.22553611 0.18265395 0.1837398 0.24761023
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final inputs: [ 0.51292862]
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oet: [-0.42727276]
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hidden inputs: [-2.13680134 -1.67494419 -1.58524935 -1.38749387 -1.80105725 -1.56450707
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hidden Outputs: [ 0.10557104 0.1577661 0.17005333 0.19980815 0.14172241 0.17300086
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final inputs: [ 0.37574118]
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oet: [-0.92408676]
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hidden inputs: [-1.90002819 -1.85022869 -1.47152215 -1.48780448 -1.4386314 -1.67855596
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final inputs: [ 0.66818362]
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oet: [-0.45021441]
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hidden Outputs: [ 0.12368979 0.10775971 0.1699292 0.21747158 0.23692664 0.13388531
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final inputs: [ 0.735615]
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oet: [ 1.03703602]
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hidden inputs: [-1.44199013 -0.95039588 -0.94834613 -1.35222701 -1.12963823 -0.90657257
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hidden Outputs: [ 0.19123735 0.27880521 0.27921755 0.20550652 0.24422787 0.28770171
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final inputs: [ 0.50416801]
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oet: [-0.43505131]
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hidden inputs: [-1.39622222 -1.09079492 -1.28559519 -1.47800188 -1.09775817 -1.76689626
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hidden Outputs: [ 0.19841627 0.25146862 0.2165993 0.18572941 0.25016018 0.14592873
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final inputs: [ 0.62070895]
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oet: [-1.63766429]
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hidden inputs: [-0.14986212 -0.2466084 -1.04234094 -0.82341932 -0.77086798 -0.19615163
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hidden Outputs: [ 0.46260443 0.43865846 0.26069856 0.30503832 0.31629138 0.45111872
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final inputs: [ 0.70462089]
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oet: [-1.60580205]
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...,
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hidden inputs: [-2.08477239 -1.83055799 -1.04439107 -1.46615325 -1.86528994 -2.05443597
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hidden Outputs: [ 0.1105857 0.13817181 0.26030362 0.18752801 0.13408766 0.11360492
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final inputs: [ 0.44713679]
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oet: [-0.60956844]
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...,
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hidden inputs: [-1.25286766 -1.50841526 -1.22928678 -0.98751342 -1.5386423 -1.37263915
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hidden Outputs: [ 0.22220413 0.18117377 0.22630628 0.2714035 0.17673273 0.20219379
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final inputs: [ 0.6256137]
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oet: [-1.60397765]
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...,
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hidden inputs: [-2.39840506 -2.33534906 -2.03020981 -2.30342248 -1.39682676 -2.99823157
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hidden Outputs: [ 0.0832944 0.08823737 0.11606739 0.09083991 0.19832014 0.04750583
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final inputs: [ 0.51651101]
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oet: [ 0.63316468]
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hidden inputs: [-2.18137863 -0.48376431 -0.0030264 0.38876625 -0.66225299 -0.11244833
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hidden Outputs: [ 0.1014352 0.38136363 0.4992434 0.59598566 0.34023369 0.4719175
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final inputs: [ 1.24660877]
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oet: [-1.98239825]
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hidden inputs: [-0.44609722 -0.39310797 -1.31929212 -0.8480952 -0.90199207 -1.08754556
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hidden Outputs: [ 0.39028909 0.40296934 0.21093609 0.29983259 0.2886413 0.25208075
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final inputs: [ 0.78017884]
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oet: [-1.8191864]
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hidden inputs: [-1.15653135 -1.75289279 -1.36010948 -1.4238072 -1.67273422 -1.45934841
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hidden Outputs: [ 0.23929813 0.1476827 0.20422251 0.19406543 0.15805998 0.18856701
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final inputs: [ 0.54211201]
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oet: [-0.5997956]
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hidden inputs: [-1.56673237 -1.80007753 -1.65193456 -0.94697167 -1.40193521 -1.19246299
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hidden Outputs: [ 0.17268272 0.14184163 0.16084766 0.27949425 0.1975092 0.23281872
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final inputs: [ 0.55212443]
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oet: [-1.12252224]
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hidden inputs: [-2.53787961 -2.65600948 -1.87952796 -1.79519056 -1.42314334 -2.3304257
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hidden Outputs: [ 0.07324498 0.06561958 0.1324431 0.14243752 0.19416928 0.08863427
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final inputs: [ 0.60302476]
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oet: [ 0.08355422]
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hidden inputs: [-2.34200355 -2.00260634 -1.53421498 -1.24763644 -2.31961812 -1.90001499
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hidden Outputs: [ 0.08770348 0.11892954 0.17737782 0.22310955 0.08951118 0.13010678
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final inputs: [ 0.44660313]
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oet: [-1.33124513]
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...,
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hidden Outputs: [ 0.20501474 0.14570637 0.14393803 0.19136408 0.211516 0.12503987
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oet: [-1.42958212]
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hidden inputs: [-1.56218314 -0.55005333 -0.81384922 -1.08718944 -1.47444373 -1.23118991
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hidden Outputs: [ 0.1733336 0.36585204 0.30707086 0.2521479 0.18626813 0.22597323
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final inputs: [ 0.54798787]
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oet: [-1.43814293]
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hidden inputs: [-2.24608668 -1.6078507 -1.20386714 -1.89636691 -2.11282181 -1.74143004
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hidden Outputs: [ 0.09568755 0.16688723 0.23078799 0.13052022 0.10785684 0.14913138
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final inputs: [ 0.40363908]
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oet: [-1.08981105]
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hidden inputs: [-1.82105704 -1.06435871 -0.81784738 -1.21543916 -1.07488072 -1.22194799
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hidden Outputs: [ 0.13930709 0.25647738 0.30622079 0.22874007 0.25447602 0.22759382
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final inputs: [ 0.61192594]
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oet: [-0.84602733]
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hidden inputs: [-0.67464994 -0.79489983 -0.25017644 -0.73632294 -0.56420206 -0.30975388
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final inputs: [ 0.68474689]
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oet: [-1.55284972]
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hidden inputs: [-1.14973049 -0.80263036 -0.62051971 -1.28103927 -0.71302042 -1.16472871
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hidden Outputs: [ 0.24053831 0.30946314 0.34966326 0.21737337 0.32893178 0.23780912
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final inputs: [ 0.75269832]
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oet: [-0.86551247]
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hidden inputs: [-1.75597475 -1.79419397 -1.34554682 -1.44949793 -1.73880191 -2.51889022
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hidden Outputs: [ 0.14729519 0.1425593 0.20659937 0.19007885 0.14946518 0.07454447
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final inputs: [ 0.44479418]
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oet: [-1.4396973]
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hidden inputs: [-1.17122982 -1.53903147 -1.53171015 -0.97435732 -1.0574184 -1.57535388
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hidden Outputs: [ 0.23663276 0.17667611 0.17774361 0.27401285 0.25780311 0.17145449
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final inputs: [ 0.73267945]
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oet: [ 0.59892708]
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hidden inputs: [-2.44932403 -2.01609068 -2.4063502 -1.69119698 -1.75995177 -2.13311549
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hidden Outputs: [ 0.079488 0.11752383 0.08268974 0.15561849 0.14679638 0.10591959
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final inputs: [ 0.38112541]
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oet: [ 2.73119823]
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hidden inputs: [-1.45497803 -0.96166543 -0.91722035 -0.62380885 -0.67463035 -0.0863042
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hidden Outputs: [ 0.18923662 0.27654487 0.2855246 0.34891569 0.33746081 0.47843733
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0.34743409 0.32312869 0.28343575 0.29391071 0.21589261 0.30503248
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final inputs: [ 0.86385531]
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oet: [-0.70652971]
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hidden inputs: [-1.46468167 -2.10473783 -1.69025606 -1.13527865 -1.35423604 -1.70223443
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hidden Outputs: [ 0.18775232 0.10863718 0.15574217 0.24318826 0.20517869 0.15417366
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final inputs: [ 0.55237013]
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oet: [ 0.44293999]
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hidden inputs: [-2.12034041 -2.10795675 -1.74440254 -1.49660404 -1.70914266 -2.73120393
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hidden Outputs: [ 0.1071355 0.10832587 0.14875459 0.18293257 0.15327495 0.061157
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final inputs: [ 0.45386484]
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oet: [-0.37372203]
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...,
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hidden inputs: [-0.74416367 -1.67050204 -0.88014555 -0.8371561 -1.91394777 -1.42947371
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hidden Outputs: [ 0.32209434 0.15835725 0.29314762 0.30213408 0.12853799 0.1931807
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final inputs: [ 0.56687151]
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oet: [-1.34125239]
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hidden inputs: [-1.78059751 -1.38112822 -0.64723501 -0.99413436 -1.00417882 -1.66466315
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final inputs: [ 0.72425743]
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oet: [-1.05208076]
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hidden inputs: [-1.72740968 -2.35197715 -2.13461714 -1.13297837 -1.88977292 -1.61438138
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hidden Outputs: [ 0.15091921 0.08690875 0.10577747 0.24361187 0.13127036 0.1659812
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final inputs: [ 0.3974135]
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oet: [-1.01191575]
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hidden inputs: [-1.03989772 -1.40299106 -1.0508394 -1.57696776 -1.11024804 -1.24634929
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hidden Outputs: [ 0.26116973 0.1973419 0.25906395 0.17122535 0.24782465 0.22333273
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final inputs: [ 0.5371644]
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oet: [-1.1957711]
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hidden inputs: [-1.1904592 -1.14682919 -0.16912363 -0.75594448 -0.52422911 -0.88118344
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hidden Outputs: [ 0.23317682 0.24106872 0.45781958 0.31952741 0.37186386 0.2929326
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final inputs: [ 0.78972106]
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oet: [-0.47251683]
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hidden inputs: [-1.0970877 -1.33294757 -0.63854774 -0.48142489 -0.98363848 -1.01488865
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hidden Outputs: [ 0.25028597 0.20867222 0.3455749 0.38191572 0.27217043 0.26602423
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final inputs: [ 0.71072831]
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oet: [-1.38587417]
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hidden inputs: [-0.26161407 -0.49811621 -1.11811114 -0.39675381 -0.94724394 0.16949967
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hidden Outputs: [ 0.43496698 0.37798347 0.24636182 0.40209252 0.27943943 0.54227375
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final inputs: [ 0.76957894]
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oet: [-1.6707601]
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...,
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hidden inputs: [-1.19878607 -1.16968543 -0.86129785 -1.22568855 -1.91233757 -0.90298795
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hidden Outputs: [ 0.23169124 0.23691185 0.29706826 0.22693692 0.12871847 0.28843686
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final inputs: [ 0.47609332]
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oet: [-1.50958783]
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hidden inputs: [-1.45415746 -1.39992302 -1.19150748 -0.75721955 -0.91417768 -1.43536505
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hidden Outputs: [ 0.18936255 0.19782833 0.23298943 0.31925024 0.28614572 0.19226412
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final inputs: [ 0.70969077]
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oet: [-0.18299042]
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...,
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hidden inputs: [-1.49068043 -2.35547416 -1.51115523 -1.33706186 -1.62755497 -1.6195244
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hidden Outputs: [ 0.18381962 0.08663164 0.18076765 0.20799365 0.16416558 0.16527047
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final inputs: [ 0.4215606]
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oet: [ 0.41938394]
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hidden inputs: [-2.32798593 -1.79670467 -2.14523742 -1.71784174 -1.98438866 -2.14159563
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hidden Outputs: [ 0.08883155 0.14225268 0.10477711 0.15214937 0.12085178 0.1051192
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final inputs: [ 0.36396241]
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oet: [-1.05013439]
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hidden inputs: [-2.73469093 -2.36424469 -2.54602889 -1.92822258 -1.60490271 -2.98399053
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final inputs: [ 0.51276284]
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oet: [ 1.6458021]
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hidden inputs: [-0.38508236 -0.22915906 -0.48454573 -0.51985594 -0.87670884 -0.27338096
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hidden Outputs: [ 0.40490168 0.44295963 0.38117929 0.37288592 0.29386025 0.43207726
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final inputs: [ 0.6818844]
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oet: [-1.34600415]
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hidden inputs: [-2.47824434 -1.89369905 -0.56178884 -1.31923816 -1.63114266 -2.15835796
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hidden Outputs: [ 0.07739748 0.13082328 0.36313366 0.21094507 0.16367389 0.10355278
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final inputs: [ 0.57314241]
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oet: [-1.35303634]
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hidden inputs: [-0.29355879 -1.09922654 -0.27479002 -0.79969894 -0.08422042 -0.30587428
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hidden Outputs: [ 0.42713284 0.24988485 0.43173153 0.31008992 0.47895733 0.4241221
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final inputs: [ 0.84862856]
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oet: [-0.46526767]
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hidden inputs: [-0.53412969 -0.12288917 -0.79268115 -1.30938426 -1.00344794 -0.36441305
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hidden Outputs: [ 0.36955422 0.46931631 0.31159327 0.2125899 0.26826406 0.40989171
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final inputs: [ 0.63698073]
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oet: [-1.47200522]
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hidden inputs: [ 0.21196736 -0.61630952 -0.39658291 -1.43218236 -0.87138021 -0.27952326
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hidden Outputs: [ 0.55279432 0.35062126 0.40213361 0.19275887 0.29496719 0.43057066
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final inputs: [ 0.56501735]
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oet: [-1.58748575]
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hidden inputs: [-1.89927598 -1.63127858 -1.23931101 -1.06875739 -1.41530624 -0.95897369
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hidden Outputs: [ 0.13019044 0.16365528 0.22455594 0.25563947 0.19539847 0.27708373
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final inputs: [ 0.59781219]
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oet: [-1.23436667]
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...,
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hidden inputs: [-0.80927846 -1.82865719 -0.97828015 -0.98758447 -1.80420714 -1.44922933
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hidden Outputs: [ 0.30804427 0.13839832 0.27323317 0.27138945 0.1413397 0.1901202
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final inputs: [ 0.59282197]
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oet: [-0.34728748]
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hidden inputs: [-1.07725171 -1.07375661 -1.26816093 -1.64048685 -0.31345365 -0.89039688
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hidden Outputs: [ 0.25402646 0.25468934 0.21957223 0.16239883 0.42227197 0.29102793
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final inputs: [ 0.73609542]
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oet: [ 0.33639748]
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hidden inputs: [-1.04261373 -0.87077012 -0.98139926 -0.32482282 -0.54462148 -0.54388353
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final inputs: [ 0.96789709]
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oet: [ 0.58423169]
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hidden inputs: [-0.60875951 -0.96562814 -0.88382875 -1.07020605 -1.63567679 -1.00698039
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final inputs: [ 0.46293735]
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oet: [-1.15462239]
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hidden inputs: [-1.81577867 -1.66465748 -0.95855023 -1.23495217 -1.59104152 -1.76430808
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hidden Outputs: [ 0.13994117 0.15913778 0.27716856 0.22531586 0.16923741 0.1462516
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final inputs: [ 0.5550516]
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oet: [-0.31503017]
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hidden inputs: [-1.98542942 -2.22545877 -1.89916078 -0.98678448 -1.72041139 -1.73699195
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hidden Outputs: [ 0.12074125 0.09748747 0.13020349 0.27154767 0.15181818 0.14969542
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final inputs: [ 0.49281623]
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oet: [ 0.82225114]
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hidden inputs: [-1.13540949 -0.65235213 -1.23700995 -1.70077646 -1.09386263 -0.83251217
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hidden Outputs: [ 0.24316418 0.34245969 0.22495688 0.15436388 0.25089162 0.30311415
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final inputs: [ 0.42692521]
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oet: [-1.41080221]
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hidden inputs: [-1.1465689 -0.49556641 -0.92233637 -0.13388358 -0.8107933 -0.54263839
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hidden Outputs: [ 0.24111635 0.37858314 0.28448208 0.46657901 0.30772147 0.36757404
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final inputs: [ 0.86366577]
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oet: [-1.44508968]
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...,
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hidden inputs: [-1.83846387 -1.50379272 -1.37476727 -1.47493765 -1.03407636 -2.20200022
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hidden Outputs: [ 0.13723307 0.18186053 0.20185071 0.18619328 0.26229458 0.09957101
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final inputs: [ 0.66256176]
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oet: [ 1.13765454]
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...,
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hidden inputs: [-2.41878496 -1.55659752 -1.76403585 -1.19173294 -1.79712792 -1.69647519
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hidden Outputs: [ 0.08175142 0.17413542 0.1462856 0.23294914 0.14220104 0.15492619
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final inputs: [ 0.4963597]
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oet: [-0.7911047]
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hidden inputs: [-0.61158444 -1.05038329 -0.81560957 -0.94296626 -1.59728677 -1.01444451
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hidden Outputs: [ 0.35169785 0.25915151 0.30669642 0.28030156 0.16836117 0.26611095
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final inputs: [ 0.53829018]
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oet: [-1.29061883]
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hidden inputs: [-1.19878607 -1.16968543 -0.86129785 -1.22568855 -1.91233757 -0.90298795
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hidden Outputs: [ 0.23169124 0.23691185 0.29706826 0.22693692 0.12871847 0.28843686
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final inputs: [ 0.47609332]
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oet: [-1.50958783]
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hidden inputs: [-1.99727734 -2.1411957 -2.16215885 -1.21210448 -1.58532898 -1.91676858
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hidden Outputs: [ 0.11948908 0.10515682 0.10320048 0.2293289 0.17004209 0.12822235
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final inputs: [ 0.60939014]
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oet: [ 0.37489386]
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hidden inputs: [-0.6828998 -0.76312141 -1.0165057 -0.99901124 -0.64910294 -0.42650249
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hidden Outputs: [ 0.3356144 0.31796896 0.26570861 0.26913587 0.34319172 0.39496181
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final inputs: [ 0.64398376]
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oet: [-1.57824326]
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hidden inputs: [-1.49014904 -0.45757523 -0.87758656 -1.43000931 -1.04635732 -0.66824682
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hidden Outputs: [ 0.18389936 0.3875612 0.29367815 0.19309723 0.25992521 0.33888952
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final inputs: [ 0.67004834]
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oet: [-0.47413135]
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hidden inputs: [-2.39475125 -2.22523599 -1.97826401 -1.2831689 -1.62243609 -2.14214126
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hidden Outputs: [ 0.08357382 0.09750707 0.12150402 0.21701129 0.16486918 0.10506788
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final inputs: [ 0.47166168]
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oet: [-0.53485833]
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hidden inputs: [-1.7986033 -1.79549748 -1.78932983 -1.09737614 -1.59756754 -1.68688945
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hidden Outputs: [ 0.14202117 0.14240004 0.14315491 0.25023185 0.16832186 0.15618535
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final inputs: [ 0.63327505]
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oet: [ 0.57704425]
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hidden Outputs: [ 0.11443581 0.12115916 0.11326785 0.20956584 0.15804053 0.14712182
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final inputs: [ 0.50956466]
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oet: [ 0.02816181]
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hidden inputs: [-1.95550143 -2.15063359 -1.62475658 -1.39097451 -1.95878747 -2.21804383
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hidden Outputs: [ 0.12395472 0.10427203 0.16454992 0.19925223 0.12359833 0.09814181
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final inputs: [ 0.45629605]
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oet: [ 0.10348264]
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hidden inputs: [-2.47290123 -2.03450815 -1.09571511 -1.64832006 -1.79981877 -2.03127902
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hidden Outputs: [ 0.07777987 0.11562713 0.25054362 0.16133613 0.14187313 0.11595774
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final inputs: [ 0.53400532]
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oet: [ 0.68734009]
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hidden inputs: [-1.81729987 -1.67259455 -1.582453 -1.77272349 -2.20345149 -2.31194507
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hidden Outputs: [ 0.13975818 0.15807856 0.17044836 0.14520396 0.09944097 0.0901385
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final inputs: [ 0.34306559]
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oet: [-0.91897645]
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hidden inputs: [-0.87837864 -0.64323303 -1.1437363 -1.71651581 -1.3555605 -0.91549261
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hidden Outputs: [ 0.29351388 0.34451607 0.24163503 0.15232049 0.20496278 0.2858772
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final inputs: [ 0.40693335]
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oet: [-0.92771365]
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hidden inputs: [-2.14400628 -1.22038741 -2.00929032 -2.01659454 -1.95441067 -2.2020613
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final inputs: [ 0.35686493]
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oet: [-1.38484638]
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hidden Outputs: [ 0.22477461 0.15674591 0.21611066 0.19418574 0.15527389 0.21705071
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final inputs: [ 0.53317298]
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oet: [-0.70663075]
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hidden inputs: [-1.03666072 -1.56677795 -1.34068227 -0.70899018 -1.09041437 -1.87806354
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hidden Outputs: [ 0.26179482 0.17267621 0.20739788 0.32982201 0.25154026 0.13261146
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final inputs: [ 0.68896228]
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oet: [-0.52061057]
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hidden inputs: [-1.50248561 -1.33655055 -1.02073466 -1.33700186 -1.43116064 -1.00492555
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hidden Outputs: [ 0.1820551 0.20807789 0.26488432 0.20800353 0.19291791 0.2679741
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final inputs: [ 0.5595272]
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oet: [-1.22364696]
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hidden inputs: [-1.82880625 -2.13698766 -1.43982838 -1.42129455 -1.34553792 -1.90842957
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hidden Outputs: [ 0.13838054 0.10555345 0.19157193 0.19445872 0.20660082 0.12915738
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hidden inputs: [-0.48253417 -0.72763644 -0.44922958 -0.95161594 -0.26512171 -1.04473755
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hidden Outputs: [ 0.3816539 0.32571361 0.38954396 0.27855996 0.4341051 0.26023692
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oet: [-1.08532193]
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hidden inputs: [-1.10931196 -0.98026705 -1.50341075 -1.49202807 -1.11420076 -1.07344507
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hidden Outputs: [ 0.24799918 0.2728388 0.18191737 0.18361752 0.24708857 0.25474848
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final inputs: [ 0.66203785]
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oet: [-0.78587811]
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hidden inputs: [-1.9865263 -2.30483651 -1.91674944 -1.41154952 -1.62436046 -2.29847626
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final inputs: [ 0.38445553]
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oet: [-0.91626194]
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hidden inputs: [-0.80511534 -1.978971 -1.50426025 -1.90654124 -2.11321152 -2.10856294
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hidden Outputs: [ 0.30893236 0.12142857 0.18179098 0.12936993 0.10781935 0.10826733
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final inputs: [ 0.29966298]
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oet: [-1.32764443]
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final inputs: [ 0.56569049]
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oet: [-1.58264584]
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hidden Outputs: [ 0.17760865 0.1291102 0.21008006 0.13029595 0.28951067 0.15250543
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final inputs: [ 0.63012322]
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oet: [-0.16406648]
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hidden inputs: [-2.14845267 -2.01178764 -1.02736001 -1.08584246 -2.28797458 -2.19483677
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hidden Outputs: [ 0.1044759 0.11797084 0.26359624 0.25240198 0.09212381 0.10021511
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final inputs: [ 0.53698344]
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oet: [-0.56710174]
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hidden inputs: [-1.7873125 -1.3639224 -0.23893859 -0.36716814 -1.26899827 -1.34933227
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hidden Outputs: [ 0.14340254 0.20360355 0.44054793 0.40922548 0.21942878 0.20597956
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final inputs: [ 0.90186356]
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oet: [-0.8658252]
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hidden inputs: [-0.54630602 -1.19094968 -1.31452067 -1.54838928 -0.85202537 -1.14507887
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hidden Outputs: [ 0.36672187 0.23308913 0.21173136 0.17531903 0.29900816 0.24138909
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final inputs: [ 0.60886312]
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oet: [-0.90360812]
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...,
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final inputs: [ 0.61032884]
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hidden inputs: [-1.18207105 -1.06427582 -0.69268434 -1.82554757 -0.59492288 -1.24918406
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hidden Outputs: [ 0.23468002 0.25649319 0.33343619 0.13876954 0.35550612 0.22284141
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final inputs: [ 0.57577702]
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oet: [-0.77128701]
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hidden inputs: [-1.13131796 -0.48792859 -0.16285318 -1.22989253 -0.61005699 -0.21029221
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hidden Outputs: [ 0.24391796 0.38038166 0.45937645 0.22620024 0.3520462 0.44761984
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final inputs: [ 0.78864484]
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oet: [-1.41968626]
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hidden inputs: [-1.14427697 -0.93807696 -0.42076228 -0.9992889 -1.41796903 -1.13203976
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hidden Outputs: [ 0.24153597 0.28128895 0.39633436 0.26908125 0.19498017 0.24378487
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final inputs: [ 0.65578869]
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oet: [-1.67274403]
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hidden inputs: [-2.29841092 -1.44347545 -1.30166458 -1.17333475 -1.18572898 -1.75351933
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final inputs: [ 0.58126179]
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oet: [-0.99729402]
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hidden inputs: [-0.95312755 -1.26364452 -1.25815614 -1.50952788 -1.35810929 -1.55787731
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final inputs: [ 0.50931765]
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oet: [-0.15903509]
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hidden Outputs: [ 0.09860584 0.071895 0.13062985 0.13188548 0.16428391 0.08656199
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final inputs: [ 0.50477179]
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oet: [ 0.41335554]
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hidden Outputs: [ 0.22023053 0.13912211 0.15190356 0.28211948 0.19039308 0.2083779
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final inputs: [ 0.59053432]
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oet: [-1.60197661]
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hidden Outputs: [ 0.18619848 0.2297598 0.25700436 0.12139323 0.24611256 0.13069707
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final inputs: [ 0.59183124]
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oet: [ 2.02431736]
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hidden Outputs: [ 0.13099019 0.27958917 0.24558102 0.31706348 0.27288515 0.2054085
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final inputs: [ 0.75086539]
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oet: [ 2.51582382]
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hidden inputs: [-1.85816684 -2.23045338 -2.26653811 -1.78959785 -1.52201906 -1.94387889
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hidden Outputs: [ 0.13491687 0.0970489 0.09393244 0.14312204 0.17916439 0.12522234
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final inputs: [ 0.37597265]
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oet: [ 1.00525139]
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hidden inputs: [-1.59677209 -0.98194208 -0.81195712 -0.90352303 -1.45121671 -0.98141431
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hidden Outputs: [ 0.16843324 0.2725066 0.3074736 0.28832705 0.18981438 0.27261124
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final inputs: [ 0.60633045]
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oet: [-1.41930272]
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hidden inputs: [-1.8071157 -1.53098787 -1.38647126 -0.96340553 -0.82787563 -1.12172192
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hidden Outputs: [ 0.14098708 0.17784919 0.1999717 0.27619687 0.30409444 0.24569203
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final inputs: [ 0.64537512]
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oet: [ 0.59802252]
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hidden inputs: [-2.3292365 -2.30747254 -1.49383083 -0.65142394 -1.38681342 -2.18036621
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hidden Outputs: [ 0.08873038 0.09050598 0.18334744 0.34266873 0.19991696 0.10152752
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final inputs: [ 0.85737718]
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oet: [ 1.31772694]
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hidden inputs: [-0.79193754 -0.57960817 -0.54311059 -0.90876668 -0.64754471 -0.2755761
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hidden Outputs: [ 0.31175279 0.35902276 0.36746428 0.28725228 0.34354304 0.43153869
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final inputs: [ 0.78002293]
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oet: [-0.90386319]
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hidden inputs: [-2.26980689 -2.76572102 -1.69226097 -1.54355967 -1.24813838 -2.2113953
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hidden Outputs: [ 0.0936546 0.0592049 0.15547873 0.1760184 0.22302256 0.09873184
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final inputs: [ 0.58587576]
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oet: [ 0.37084296]
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hidden inputs: [-1.15176406 -1.67174239 -2.28050709 -1.3769592 -1.54848482 -1.63626442
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hidden Outputs: [ 0.24016702 0.15819201 0.09275027 0.20149781 0.17530521 0.162974
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final inputs: [ 0.48425069]
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oet: [-1.24760545]
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hidden inputs: [-1.94268502 -2.35682506 -2.15780209 -1.82901907 -1.80896757 -2.83968633
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hidden Outputs: [ 0.12535318 0.08652481 0.10360439 0.13835517 0.14076295 0.0552169
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final inputs: [ 0.45980544]
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oet: [-0.07093149]
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hidden inputs: [-1.91122384 -1.62662438 -0.87659069 -0.63954994 -0.59151551 -1.29070099
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hidden Outputs: [ 0.12884342 0.16429331 0.29388477 0.34534828 0.3562872 0.21573418
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final inputs: [ 0.78934766]
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oet: [ 0.43751081]
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hidden inputs: [-1.11063852 -0.50130038 -1.02542759 -1.53915432 -0.99385937 -1.26720009
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hidden Outputs: [ 0.24775187 0.37723512 0.26397152 0.17665824 0.27015045 0.21973693
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final inputs: [ 0.50666875]
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oet: [-1.44092825]
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hidden inputs: [-2.21023185 -1.78471133 -1.4229905 -1.27302112 -1.5540857 -2.57781768
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hidden Outputs: [ 0.09883542 0.14372235 0.1941932 0.21874053 0.17449695 0.07057975
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final inputs: [ 0.56488999]
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oet: [-0.98092222]
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hidden inputs: [-0.94423566 -0.55525864 -1.44307607 -1.28964484 -0.83960165 -0.95120896
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hidden Outputs: [ 0.28004555 0.36464523 0.19106945 0.21591293 0.30161869 0.27864175
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final inputs: [ 0.51918591]
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oet: [-1.11163594]
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hidden inputs: [-2.87699808 -2.49533365 -2.30991312 -1.49275334 -1.55935143 -2.69303454
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hidden Outputs: [ 0.05330241 0.07618596 0.09030528 0.18350883 0.17373973 0.06338563
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final inputs: [ 0.56924366]
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oet: [-0.50012696]
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hidden inputs: [-2.14599877 -1.59638771 -1.63910524 -1.57156832 -1.73973426 -2.6262848
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hidden Outputs: [ 0.10470572 0.16848709 0.16258685 0.17199293 0.14934669 0.06746581
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final inputs: [ 0.47529289]
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oet: [-1.29377821]
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hidden inputs: [-2.02615464 -1.81419822 -1.82886659 -2.26168611 -1.6013149 -2.61757598
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hidden Outputs: [ 0.11648409 0.1401315 0.13837335 0.0943462 0.16779792 0.06801579
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final inputs: [ 0.40008233]
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oet: [-1.37293322]
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hidden inputs: [-1.29452006 -1.01024715 -1.08527285 -1.47185221 -0.66077986 -0.72103345
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hidden Outputs: [ 0.21508873 0.26693149 0.25250948 0.18666125 0.34056445 0.32716545
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final inputs: [ 0.70272582]
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oet: [ 3.20899095]
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hidden inputs: [ -8.32127234e-01 -1.41930046e+00 -4.07772589e-01 -3.91095566e-01
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hidden Outputs: [ 0.30319547 0.19477127 0.39944633 0.40345359 0.2966735 0.4223217
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final inputs: [ 0.93287569]
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oet: [-1.10633346]
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hidden inputs: [-2.72435387 -2.56444003 -2.14631138 -1.52955684 -1.51725944 -2.6742898
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hidden Outputs: [ 0.06155149 0.07146236 0.10467641 0.17805853 0.17986544 0.06450761
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final inputs: [ 0.48143123]
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oet: [ 0.10039968]
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...,
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hidden inputs: [-1.56047493 -1.89603544 -1.66166229 -0.80078908 -1.23134188 -0.92755909
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-0.92757528 -1.24983836 -1.23928187 -1.78511353 -1.5970591 -1.37202215
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hidden Outputs: [ 0.17357851 0.13055784 0.15953898 0.30985675 0.22594665 0.28342019
0.30126432 0.2729823 0.17052277 0.19582554 0.18787804 0.19906512
0.2834169 0.22272812 0.22456101 0.14367287 0.16839305 0.20229333
0.12545274]
final inputs: [ 0.60995506]
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oet: [ 0.85947787]
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X: [ 1. 0. -1.23074336 0.94734524 -0.69966852 1. 0.
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...,
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hidden inputs: [-1.54276598 -1.43719487 -1.90134039 -1.82659582 -2.03327454 -2.27296521
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hidden Outputs: [ 0.17613354 0.19198012 0.12995684 0.13864431 0.11575334 0.09338686
0.11739108 0.13018469 0.06846985 0.18050839 0.23653415 0.11627496
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final inputs: [ 0.32946596]
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oet: [-0.24381009]
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...,
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hidden inputs: [-1.94437859 -2.22362843 -2.44648805 -1.45913662 -1.68010961 -2.21222241
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hidden Outputs: [ 0.12516761 0.09764862 0.07969575 0.18859941 0.15708096 0.09865827
0.17693722 0.14914001 0.08416708 0.08855068 0.17178572 0.14510457
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final inputs: [ 0.39022253]
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oet: [-0.38174944]
Progress: 3.5% ... Training loss: 0.947 ... Validation loss: 1.221[ 0.17075122]
X: [ 1. 0. 1.05430474 0.58451904 -1.55384381 0. 0.
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...,
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hidden inputs: [-1.81659488 -2.13003056 -2.50244616 -2.31707451 -1.68594951 -2.77020266
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hidden Outputs: [ 0.13984296 0.10621209 0.07568687 0.0897187 0.15630926 0.05895577
0.1593633 0.09802397 0.13705053 0.08584416 0.12780381 0.1340519
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final inputs: [ 0.17075122]
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oet: [-1.11052377]
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...,
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hidden inputs: [ 0.0734979 -0.65874488 -0.8869039 -0.87934166 -0.59399694 -0.28791407
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hidden Outputs: [ 0.51836621 0.34102161 0.29174917 0.29331422 0.3557183 0.42851461
0.34962907 0.27817421 0.33468026 0.3583161 0.14289303 0.4862754
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final inputs: [ 0.07428859]
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oet: [-1.08021782]
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...,
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hidden inputs: [-2.54340997 -1.82194407 -1.31155101 -1.49674942 -1.90426476 -2.2913473
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hidden Outputs: [ 0.07287046 0.13920076 0.21222742 0.18291084 0.12962655 0.09184211
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final inputs: [ 0.2012333]
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oet: [-0.48495219]
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hidden inputs: [-1.28376745 -0.64060464 -1.28245504 -1.79636358 -1.3412621 -0.93924102
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hidden Outputs: [ 0.2169096 0.34510987 0.21713261 0.1422943 0.20730258 0.28105368
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final inputs: [ 0.04586211]
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oet: [-0.47843351]
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hidden inputs: [-1.95996492 -0.89905721 -0.97460011 -1.08400451 -1.34072519 -1.11313323
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hidden Outputs: [ 0.12347084 0.28924428 0.27396455 0.25274895 0.20739083 0.24728722
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final inputs: [ 0.19443314]
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oet: [-0.9081704]
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hidden inputs: [-0.77220203 -0.69324611 -0.94842986 -1.00034422 -1.15948334 -0.72177139
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hidden Outputs: [ 0.31600296 0.33331135 0.2792007 0.26887375 0.23876118 0.32700303
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final inputs: [ 0.09778644]
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oet: [-0.85011509]
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X: [ 0. 0. -1.12687754 -0.91861811 -0.45608552 1. 0.
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hidden inputs: [-1.52594449 -1.1256977 -1.43035077 -1.20000944 -1.52815976 -1.51587221
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hidden Outputs: [ 0.17858783 0.24495595 0.19304404 0.23147354 0.17826309 0.18007016
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oet: [-0.93068755]
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oet: [-0.6715231]
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hidden inputs: [-1.01203619 -1.18208345 -1.58773263 -1.73379806 -1.3373262 -1.15681789
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hidden Outputs: [ 0.26658155 0.23467779 0.16970314 0.15010241 0.20795011 0.23924597
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final inputs: [ 0.08585161]
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hidden inputs: [-1.99463475 -0.97554067 -0.96784437 -1.80674394 -1.45347374 -1.44614919
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final inputs: [ 0.23870649]
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oet: [ 0.64082945]
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hidden inputs: [-1.74917305 -0.90899019 -0.97802621 -1.14304564 -1.52022378 -1.43691361
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final inputs: [ 0.21160717]
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oet: [-0.29134299]
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hidden Outputs: [ 0.39589407 0.22674794 0.20115605 0.28002905 0.26964379 0.32518216
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final inputs: [ 0.26560101]
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oet: [-1.14472995]
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final inputs: [ 0.30213726]
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oet: [-0.43149058]
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hidden inputs: [-1.54015867 -1.84723342 -1.6613928 -1.33063729 -1.01473963 -1.83463001
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hidden Outputs: [ 0.17651221 0.13619805 0.15957512 0.20905397 0.26605332 0.13768763
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final inputs: [ 0.25826144]
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oet: [ 0.41177837]
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hidden inputs: [-0.9733135 -0.83035657 -0.70568245 -1.28716755 -0.397687 -0.78952691
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hidden Outputs: [ 0.27422054 0.30356968 0.33055356 0.21633262 0.40186819 0.31227026
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final inputs: [ 0.3329188]
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oet: [-0.82062076]
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hidden Outputs: [ 0.21544903 0.20617409 0.23563083 0.27189883 0.21318998 0.21443473
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final inputs: [ 0.27374937]
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oet: [ 0.33564682]
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hidden inputs: [-1.56419142 -2.44406004 -1.96424576 -1.34997437 -1.94478026 -2.09747111
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hidden Outputs: [ 0.17304603 0.07987401 0.12300829 0.20587456 0.12512363 0.10934286
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oet: [-1.12840917]
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hidden inputs: [-1.37138603 -2.16248508 -1.40720235 -1.42377336 -0.92593373 -2.03923047
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hidden Outputs: [ 0.20239601 0.10317029 0.19667569 0.19407072 0.2837504 0.11514511
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final inputs: [ 0.33220842]
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oet: [-0.42297034]
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hidden inputs: [-1.86362861 -1.66030307 -0.96516045 -1.48864543 -1.54906176 -1.92327369
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hidden Outputs: [ 0.13428067 0.15972132 0.27584618 0.18412513 0.17522182 0.12749695
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final inputs: [ 0.14746832]
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final inputs: [ 0.11427766]
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oet: [-0.80908505]
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hidden Outputs: [ 0.12362534 0.06771011 0.10643076 0.20666012 0.16220486 0.05825059
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final inputs: [ 0.31946966]
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oet: [ 0.22928291]
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hidden Outputs: [ 0.14941534 0.09944103 0.15301718 0.13251048 0.13996472 0.11068502
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final inputs: [ 0.18777371]
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oet: [-0.78022373]
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hidden Outputs: [ 0.32979836 0.35329635 0.18138045 0.19409616 0.30943111 0.25274052
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final inputs: [ 0.1149957]
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oet: [-0.24986207]
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oet: [ 1.50461006]
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hidden inputs: [-2.41664772 -2.4477898 -2.36744126 -1.22503555 -1.74273918 -2.35685575
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hidden Outputs: [ 0.081912 0.07960033 0.0856894 0.2270515 0.14896534 0.08652238
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oet: [ 3.2536002]
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hidden inputs: [-2.04260698 -1.9808333 -2.06344836 -1.33949833 -1.67780382 -1.75507758
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hidden Outputs: [ 0.11480154 0.12123004 0.11270054 0.20759257 0.1573865 0.14740791
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final inputs: [ 0.26930291]
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oet: [ 0.26842355]
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hidden inputs: [-0.96857453 -0.45963725 -0.66202766 -1.090231 -1.17438585 -1.01832268
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hidden Outputs: [ 0.27516472 0.38707188 0.34028427 0.25157478 0.23606314 0.26535425
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final inputs: [ 0.20572682]
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oet: [-0.40123681]
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hidden inputs: [-1.8497919 -2.59437951 -1.72120961 -1.70812306 -1.69680096 -2.00426624
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final inputs: [ 0.25056448]
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oet: [-0.18144778]
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hidden Outputs: [ 0.26342251 0.3794172 0.30814635 0.28139092 0.15760666 0.25596295
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final inputs: [ 0.13007177]
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oet: [-1.03125294]
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hidden inputs: [-0.97698846 -1.1364679 -1.42378732 -1.2908148 -0.60175249 -1.25270037
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hidden Outputs: [ 0.27348975 0.24296945 0.19406854 0.21571493 0.35394285 0.22223304
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final inputs: [ 0.25355308]
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oet: [-0.47662835]
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hidden inputs: [-1.29462015 -1.24432794 -1.31813193 -1.66165585 -1.19358549 -1.18291609
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hidden Outputs: [ 0.21507183 0.22368354 0.21112926 0.15953984 0.23261829 0.23452828
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final inputs: [ 0.17951375]
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oet: [-0.67824182]
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hidden inputs: [-1.40813341 -1.44769688 -0.99176197 -0.7753999 -1.06524898 -1.61582663
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hidden Outputs: [ 0.19652863 0.19035627 0.2705642 0.31531216 0.25630765 0.16578123
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final inputs: [ 0.24388991]
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oet: [-0.96314023]
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hidden inputs: [-1.03927403 -1.10382526 -1.48037427 -1.39292012 -1.26605617 -1.06787201
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hidden Outputs: [ 0.26129009 0.24902384 0.18537089 0.19894199 0.21993312 0.25580798
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final inputs: [ 0.09909967]
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hidden inputs: [ 0.01204903 -0.34457615 -0.70125156 -1.10146224 -1.14390271 -0.31057086
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oet: [-0.6041146]
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hidden inputs: [-1.56418503 -1.33222088 -0.71794561 -1.13820379 -1.18691984 -0.89830027
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oet: [-0.48898158]
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hidden inputs: [-1.85927694 -2.1622179 -2.32484918 -2.08616966 -1.63172707 -2.57227349
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oet: [ 2.62760955]
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oet: [-1.1919539]
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final inputs: [ 0.22817364]
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oet: [ 0.07800447]
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oet: [-1.06882199]
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final inputs: [ 0.36149241]
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oet: [ 1.23474082]
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hidden Outputs: [ 0.43768685 0.3065292 0.34829595 0.23641428 0.4629463 0.39295149
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final inputs: [ 0.27688178]
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oet: [-1.07767342]
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hidden inputs: [-2.32197155 -2.4577803 -2.12772763 -1.68044164 -1.5720493 -1.82185873
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final inputs: [ 0.2858923]
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oet: [ 0.50543474]
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oet: [-0.49570732]
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final inputs: [ 0.15582593]
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final inputs: [ 0.11980145]
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hidden Outputs: [ 0.3557513 0.32447632 0.20780037 0.16138711 0.33798221 0.21245504
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hidden inputs: [-1.88446404 -2.0114529 -1.26431612 -0.52326731 -1.60078211 -1.17432915
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oet: [-0.52482857]
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hidden inputs: [-2.55561007 -1.91483713 -1.79754036 -1.44271802 -2.2502861 -2.19687252
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hidden Outputs: [ 0.0720505 0.1284384 0.14215074 0.1911248 0.09532479 0.10003169
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final inputs: [ 0.18824443]
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oet: [ 0.6306479]
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hidden inputs: [-1.09569531 -1.38350717 -1.7211616 -1.32927266 -1.26911319 -1.55460402
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hidden Outputs: [ 0.25054733 0.20044632 0.1517216 0.2092797 0.2194091 0.1744223
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final inputs: [ 0.23793796]
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oet: [-1.10604079]
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final inputs: [ 0.13758238]
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oet: [-1.17107689]
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final inputs: [ 0.41756768]
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oet: [-0.89975658]
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hidden Outputs: [ 0.27325907 0.20016422 0.18690277 0.28350604 0.32684772 0.25080992
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final inputs: [ 0.1910034]
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oet: [-1.21898485]
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final inputs: [ 0.17218573]
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oet: [ 0.49785408]
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hidden inputs: [-3.08141539 -2.46448009 -2.23109198 -1.42572447 -1.60248983 -2.40846483
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hidden Outputs: [ 0.04388039 0.07838608 0.09699296 0.19376573 0.16763391 0.08252948
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final inputs: [ 0.38614264]
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oet: [ 0.27838411]
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hidden Outputs: [ 0.25740054 0.1511984 0.16967166 0.32821644 0.21415695 0.268399
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final inputs: [ 0.22769956]
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oet: [ 0.50298386]
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hidden inputs: [-2.40176761 -1.68565551 -1.57777747 -1.44386443 -1.8953965 -2.00238166
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hidden Outputs: [ 0.08303801 0.15634804 0.17111048 0.19094763 0.13063039 0.11895309
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oet: [ 0.83711016]
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oet: [-1.24790697]
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hidden inputs: [-1.98113418 -2.18840323 -1.96546269 -1.67442171 -1.24374781 -2.90666159
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final inputs: [ 0.34264277]
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oet: [ 0.88972876]
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final inputs: [ 0.22728908]
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oet: [-1.18360081]
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final inputs: [ 0.07979467]
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oet: [-0.78250581]
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final inputs: [ 0.19512055]
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oet: [-1.23412812]
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hidden Outputs: [ 0.19588797 0.27759889 0.32590732 0.19316389 0.23821598 0.25532859
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final inputs: [ 0.1430127]
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hidden inputs: [-1.04145016 -1.62610336 -1.59792508 -0.77669843 -0.95726416 -0.82794161
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final inputs: [ 0.1955184]
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oet: [ 1.25737536]
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hidden Outputs: [ 0.07599783 0.1007832 0.22845323 0.22818818 0.17556602 0.1722444
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final inputs: [ 0.34455708]
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oet: [ 0.52946581]
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hidden inputs: [-1.48320967 -2.22060146 -2.32075802 -2.10617682 -1.97657716 -2.85159013
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hidden Outputs: [ 0.18494311 0.09791567 0.08941832 0.10849791 0.12168419 0.05459918
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final inputs: [ 0.1367843]
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oet: [-1.11514825]
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hidden inputs: [-1.3178957 -2.14915819 -2.17851043 -1.74262581 -2.43961982 -2.26403184
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hidden Outputs: [ 0.21116861 0.10440991 0.10169693 0.14897972 0.08020095 0.09414596
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final inputs: [ 0.13466009]
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oet: [-1.14610238]
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hidden inputs: [-1.18042821 -1.38165461 -0.58728978 -0.9774172 -0.70711653 -0.907169
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hidden Outputs: [ 0.23497521 0.20074339 0.35725695 0.27340457 0.33023629 0.2875795
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final inputs: [ 0.43257725]
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oet: [-0.66667864]
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hidden inputs: [-1.15935623 -1.09713538 -1.17878692 -1.52105239 -1.15821686 -0.98084867
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final inputs: [ 0.10115746]
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oet: [-1.09054752]
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hidden inputs: [-1.12228831 -0.55829635 -0.51332751 -1.01819497 -0.59632116 -0.15502857
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hidden Outputs: [ 0.24558707 0.36394174 0.37441381 0.26537915 0.3551858 0.4613203
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final inputs: [ 0.1670821]
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oet: [-0.65478406]
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hidden inputs: [-2.27028641 -0.91193555 -1.06856145 -1.92416689 -0.91959505 -1.582526
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hidden Outputs: [ 0.09361391 0.28660393 0.25567675 0.12739762 0.28504041 0.17043804
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final inputs: [ 0.23105665]
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oet: [-0.31630552]
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hidden inputs: [-2.06195368 -1.44491364 -0.70848999 -1.00554095 -1.27277226 -1.47307841
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hidden Outputs: [ 0.11285009 0.1907856 0.32993258 0.2678534 0.21878306 0.18647516
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final inputs: [ 0.29435771]
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oet: [-0.86475551]
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hidden inputs: [-1.74692137 -0.82219005 -0.92927844 -1.1867669 -1.44877602 -1.47175218
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hidden Outputs: [ 0.14843592 0.30529897 0.28307113 0.23383767 0.19019001 0.18667644
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final inputs: [ 0.15861722]
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oet: [-1.120442]
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hidden inputs: [-1.15282784 -1.5526771 -1.63025383 -1.45668535 -1.46806513 -0.83059313
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hidden Outputs: [ 0.23997295 0.17469995 0.16379559 0.18897482 0.18723688 0.30351967
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final inputs: [ 0.15425051]
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oet: [-0.89555304]
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...,
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hidden inputs: [-1.51534918 -1.83521864 -1.54416486 -0.71098565 -0.8837802 -2.20312124
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hidden Outputs: [ 0.1801474 0.13761776 0.17593064 0.32938108 0.29239504 0.09947055
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oet: [-0.30022327]
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...,
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hidden inputs: [-1.94491029 -1.97783852 -1.9434494 -1.54261556 -1.54988957 -1.9532893
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hidden Outputs: [ 0.1251094 0.12154944 0.12526939 0.17615537 0.17510222 0.12419514
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final inputs: [ 0.14483787]
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oet: [-1.04050597]
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...,
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hidden inputs: [-1.38027951 -1.31982274 -1.01512198 -1.65086329 -1.4416022 -1.14287923
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hidden Outputs: [ 0.20096411 0.21084779 0.26597867 0.16099231 0.19129736 0.24179212
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final inputs: [ 0.14655771]
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oet: [-1.05325193]
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hidden inputs: [-2.0119655 -1.19427276 -1.68955932 -1.21879107 -0.92079402 -1.31296402
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hidden Outputs: [ 0.11795233 0.23249563 0.1558338 0.22814927 0.28479613 0.21199128
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final inputs: [ 0.29747233]
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oet: [ 0.4332111]
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hidden inputs: [-2.14981113 -2.13333963 -1.07326527 -0.28787905 -1.13943795 -2.00037955
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hidden Outputs: [ 0.10434887 0.10589837 0.25478262 0.42852319 0.24242357 0.11916308
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final inputs: [ 0.5730051]
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oet: [ 1.52491623]
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hidden inputs: [-1.88551887 -2.07920581 -1.43995909 -0.96121915 -1.0256237 -1.80771887
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hidden Outputs: [ 0.13175625 0.1111344 0.19155168 0.27663417 0.26393342 0.14091405
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final inputs: [ 0.40342544]
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oet: [ 0.4761105]
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hidden inputs: [-1.1688669 -0.40034823 -0.33490781 -1.00578022 -0.72700741 -0.89563273
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hidden Outputs: [ 0.23705986 0.40122868 0.41704696 0.26780648 0.32585177 0.2899488
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final inputs: [ 0.28830287]
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oet: [-1.30525821]
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hidden inputs: [-1.80467144 -2.42709678 -2.5453948 -1.62466546 -1.77448716 -2.33467903
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hidden Outputs: [ 0.14128336 0.08112963 0.07273648 0.16456245 0.14498519 0.08829129
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final inputs: [ 0.17852597]
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oet: [-1.16240298]
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hidden inputs: [-0.69392226 -0.48605261 -1.34640493 -1.01784998 -1.83089 -0.71046754
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hidden Outputs: [ 0.33316112 0.38082391 0.20645874 0.26544641 0.13813228 0.32949554
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final inputs: [ 0.06953701]
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oet: [-0.62339564]
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hidden Outputs: [ 0.17524509 0.09525453 0.06737734 0.15353665 0.14813116 0.09025005
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oet: [-1.10572538]
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hidden inputs: [-1.64467514 -2.28483464 -1.52221138 -1.18371705 -2.52636059 -2.10344018
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final inputs: [ 0.23867873]
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oet: [ 1.26383254]
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hidden inputs: [-2.27191806 -1.24666465 -1.19711953 -1.27917254 -0.77444858 -1.4374783
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final inputs: [ 0.26398376]
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oet: [ 0.38951688]
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hidden inputs: [-0.7556369 -1.01721896 -0.8056501 -0.92650239 -0.44765903 -0.34324992
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hidden Outputs: [ 0.31959429 0.26556947 0.30881821 0.28363484 0.3899175 0.41502025
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final inputs: [ 0.18342794]
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oet: [ 0.02351516]
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hidden inputs: [-1.90411312 -1.78655089 -1.60180551 -1.38966652 -2.50283957 -2.09409467
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hidden Outputs: [ 0.12964366 0.14349612 0.16772942 0.199461 0.07565936 0.10967211
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final inputs: [ 0.13778992]
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oet: [-1.17679748]
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hidden inputs: [-1.02718392 -0.5926141 -0.84267122 -0.83846023 -0.24614834 -0.41782378
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hidden Outputs: [ 0.26363042 0.35603528 0.30097249 0.30185918 0.43877175 0.39703762
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final inputs: [ 0.27976667]
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oet: [ 0.71003039]
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hidden inputs: [-0.74104952 -1.34726809 -1.36424471 -1.17091663 -1.24293868 -1.15302166
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hidden Outputs: [ 0.32277469 0.20631737 0.20355129 0.23668934 0.22392488 0.2399376
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final inputs: [ 0.13953841]
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oet: [-0.50595314]
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hidden inputs: [-1.64404533 -1.86212137 -1.60023443 -1.43488984 -1.67331268 -1.74355699
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hidden Outputs: [ 0.16191537 0.13445598 0.16794885 0.19233793 0.15798301 0.14886169
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final inputs: [ 0.26936675]
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oet: [-0.13409338]
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hidden inputs: [-0.47001509 -1.22709245 -0.88432441 -1.28606223 -1.15462214 -0.83271693
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final inputs: [ 0.07068727]
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oet: [-1.01597288]
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hidden inputs: [-1.03053757 -1.59000664 -1.78902838 -1.0589797 -0.98287544 -1.3150673
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hidden Outputs: [ 0.2629799 0.16938296 0.14319189 0.25750448 0.27232161 0.21164014
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final inputs: [ 0.20939237]
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oet: [-0.02450149]
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hidden inputs: [-1.78364484 -2.03491261 -1.60266103 -1.19994874 -1.09579091 -1.55049623
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hidden Outputs: [ 0.14385365 0.11558578 0.16761003 0.23148434 0.25052938 0.17501461
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oet: [ 0.55448848]
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hidden inputs: [-2.24576557 -1.82119784 -1.45993684 -1.25159926 -1.83503856 -2.09820908
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hidden Outputs: [ 0.09571534 0.1392902 0.18847698 0.22242342 0.13763913 0.10927101
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final inputs: [ 0.17719202]
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oet: [-1.19966041]
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hidden inputs: [-2.48236643 -2.70335681 -1.97701828 -1.31120874 -1.36240234 -2.66827753
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hidden Outputs: [ 0.07710364 0.06277557 0.12163705 0.21228465 0.20385014 0.06487138
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final inputs: [ 0.37648551]
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oet: [-0.4837866]
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hidden inputs: [-1.23616159 -1.48641201 -1.01936933 -1.17165 -1.49835084 -1.77551807
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hidden Outputs: [ 0.22510482 0.18446088 0.26515027 0.23655687 0.18267162 0.14485744
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final inputs: [ 0.26031651]
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oet: [-0.97405376]
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hidden inputs: [-1.25180336 -0.42049871 -1.02288564 -1.37410452 -1.5231906 -1.1639751
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hidden Outputs: [ 0.22238813 0.39639742 0.26446569 0.20195751 0.17899217 0.23794574
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final inputs: [ 0.06043481]
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oet: [-0.93956375]
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hidden inputs: [-1.36392378 -1.19529639 -1.03120769 -1.52085778 -1.56156441 -2.05383096
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hidden Outputs: [ 0.20360332 0.23231302 0.26285004 0.17933524 0.17342228 0.11366586
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final inputs: [ 0.19527604]
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oet: [-1.15158776]
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hidden inputs: [-1.18819095 -1.50931826 -1.34777314 -0.99831211 -1.32670621 -1.00232591
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hidden Outputs: [ 0.23358264 0.18103985 0.20623467 0.26927341 0.20970472 0.26848437
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final inputs: [ 0.17965257]
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oet: [-1.17455568]
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hidden inputs: [-1.76582626 -2.09310395 -1.76409352 -0.90390805 -1.66006816 -2.0438051
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hidden Outputs: [ 0.14606214 0.10976889 0.1462784 0.28824805 0.15975285 0.11467984
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final inputs: [ 0.43837279]
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oet: [ 0.62860705]
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hidden inputs: [-2.07140471 -1.60161843 -1.84371391 -1.51529913 -1.82039497 -2.11210832
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hidden Outputs: [ 0.11190736 0.16775554 0.13661265 0.18015479 0.13938649 0.10792552
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final inputs: [ 0.19512656]
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oet: [-0.37961043]
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final inputs: [ 0.00750846]
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oet: [-0.77637628]
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hidden inputs: [-0.13653249 -0.60946941 -0.73767425 -0.39031711 -1.15357879 -0.4036097
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oet: [-0.96821147]
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hidden inputs: [-2.1312903 -1.16173156 -1.0329034 -1.13342042 -1.25157818 -1.61123088
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hidden Outputs: [ 0.10609256 0.23835279 0.26252161 0.24353043 0.22242707 0.16641779
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final inputs: [ 0.23982622]
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oet: [-0.11557896]
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hidden inputs: [-2.16831321 -2.15648101 -1.75973892 -1.43997367 -1.49199274 -2.21766303
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hidden Outputs: [ 0.10263228 0.10372715 0.14682304 0.19154943 0.18362282 0.09817552
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final inputs: [ 0.29019347]
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oet: [-0.05568508]
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hidden Outputs: [ 0.11735579 0.15909452 0.24227045 0.18379038 0.34729278 0.18600991
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final inputs: [ 0.38853002]
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oet: [ 0.39177091]
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hidden inputs: [-0.01703623 -0.26988596 -0.27643659 -0.27119985 -0.82220153 0.00704779
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hidden Outputs: [ 0.49574105 0.43293509 0.43132761 0.43261256 0.30529654 0.50176194
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final inputs: [ 0.23471472]
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oet: [-1.18000033]
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hidden inputs: [-1.55087659 -2.34439662 -1.85564446 -1.80939612 -1.61940519 -2.18222356
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hidden Outputs: [ 0.1749597 0.08751219 0.13521153 0.14071113 0.16528692 0.10135822
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final inputs: [ 0.24402338]
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oet: [-1.02391731]
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hidden inputs: [-1.19380495 -1.10158942 -0.37161861 -0.65681945 -1.36941199 -1.22415431
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hidden Outputs: [ 0.23257911 0.2494422 0.40814997 0.34145444 0.20271486 0.2272062
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final inputs: [ 0.23588195]
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oet: [-0.82281892]
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hidden inputs: [-0.72211647 -1.5032933 -1.27699205 -1.44036067 -1.36475116 -1.00686762
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hidden Outputs: [ 0.32692709 0.18193485 0.21806268 0.1914895 0.2034692 0.26759331
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final inputs: [ 0.18856854]
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oet: [-0.5880616]
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hidden Outputs: [ 0.19574461 0.18802869 0.17376807 0.19623909 0.21666566 0.19284555
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oet: [ 3.15733325]
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hidden inputs: [-0.92484779 0.00947906 -0.39641597 -1.37295697 -0.95582433 -0.71182853
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hidden Outputs: [ 0.28397115 0.50236975 0.40217375 0.20214252 0.27771501 0.32919493
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final inputs: [ 0.1138727]
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oet: [-1.11980193]
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hidden inputs: [-1.02268151 -1.28281121 -0.82046998 -0.99578224 -0.57951662 -1.68009915
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hidden Outputs: [ 0.2645054 0.21707207 0.30566391 0.26977149 0.35904383 0.15708234
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final inputs: [ 0.38799003]
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oet: [-0.41259528]
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hidden inputs: [-0.80859514 -0.51593476 -1.04293978 -0.7858789 -0.82963498 -0.52791728
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hidden Outputs: [ 0.30818994 0.37380331 0.26058316 0.31305423 0.30372226 0.37100278
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final inputs: [ 0.22404752]
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oet: [-1.24651592]
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hidden inputs: [-2.13135046 -1.87255703 -1.37258614 -1.19807189 -1.48053679 -1.50093231
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hidden Outputs: [ 0.10608686 0.13324613 0.20220234 0.23181839 0.18534635 0.18228651
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final inputs: [ 0.24342803]
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oet: [-0.44445108]
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hidden inputs: [-0.57979543 -0.38382771 -0.99287239 -1.04339803 -0.93506321 -0.30202514
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hidden Outputs: [ 0.35897967 0.40520403 0.2703451 0.26049487 0.28189863 0.4250625
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final inputs: [-0.01635756]
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oet: [-0.98957167]
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hidden inputs: [-1.77815751 -1.61066207 -0.88712723 -1.73871411 -1.17703708 -1.88562165
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hidden Outputs: [ 0.14453079 0.16649671 0.29170302 0.14947634 0.23558535 0.13174449
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final inputs: [ 0.21956696]
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oet: [-0.27725055]
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hidden inputs: [-1.52731982 -1.57539108 -1.81418448 -2.08877027 -0.92303379 -1.63256726
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hidden Outputs: [ 0.17838617 0.17144921 0.14013315 0.11019309 0.28434014 0.16347898
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final inputs: [ 0.27294159]
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oet: [-1.26784471]
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hidden inputs: [-2.30678445 -1.26218886 -1.41832258 -1.51932298 -1.27565995 -1.34233407
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hidden Outputs: [ 0.09056263 0.22059732 0.19492468 0.17956124 0.2182899 0.20712648
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final inputs: [ 0.21426663]
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oet: [-0.82876888]
Progress: 4.0% ... Training loss: 0.851 ... Validation loss: 1.310[-0.00796283]
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hidden inputs: [-0.66550092 -0.87042128 -0.44971376 -0.71229287 -0.72885699 -0.55548023
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hidden Outputs: [ 0.33950499 0.29516665 0.38942882 0.3290924 0.3254456 0.36459389
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final inputs: [-0.00796283]
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oet: [-0.68505758]
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hidden inputs: [-0.60244537 -1.09303391 -1.07819999 -0.89999844 -1.1328874 -0.93457248
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oet: [-0.91469299]
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oet: [-0.52968031]
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hidden inputs: [-2.1714485 -2.01879479 -0.8626818 -1.34705953 -2.55025842 -1.98376413
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oet: [-0.73605094]
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oet: [-0.69098058]
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hidden Outputs: [ 0.09673163 0.14361884 0.17629495 0.22500378 0.18919055 0.17032443
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oet: [ 2.56881306]
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hidden Outputs: [ 0.06692999 0.19462433 0.16598147 0.16557309 0.12590485 0.08500615
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oet: [-0.88276184]
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hidden inputs: [-1.10933377 -0.57459972 -0.10933812 -0.96539588 -0.55630438 -0.68567237
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hidden Outputs: [ 0.24799512 0.36017614 0.47269267 0.27579915 0.36440299 0.33499647
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oet: [-0.58946129]
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hidden Outputs: [ 0.39003623 0.46648026 0.32041096 0.22191744 0.44889462 0.31257101
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oet: [-0.49429014]
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hidden inputs: [-0.29899586 -0.90884218 -0.61011536 -1.35452006 -0.69122545 -0.32151829
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oet: [ 0.45384031]
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oet: [-0.86123033]
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hidden inputs: [-1.36098641 -1.4960699 -1.80960913 -1.3948097 -1.13869121 -1.36572585
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oet: [-0.03931469]
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oet: [ 0.54536229]
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oet: [-0.13837247]
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hidden Outputs: [ 0.29693285 0.20753211 0.15286895 0.22070866 0.25182218 0.26267918
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final inputs: [-0.16941088]
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oet: [-0.44509137]
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final inputs: [-0.02707303]
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oet: [-0.90167341]
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hidden inputs: [-1.7368366 -0.84626976 -1.40556378 -0.91225685 -0.82994821 -1.29249106
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hidden Outputs: [ 0.14971519 0.30021594 0.19693471 0.28653824 0.30365602 0.21543147
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final inputs: [-0.03293744]
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oet: [ 0.12410637]
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hidden inputs: [-2.31049641 -2.11048168 -1.52434961 -1.95028461 -1.3750823 -2.61963403
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hidden Outputs: [ 0.09025738 0.10808222 0.17882191 0.12452233 0.20179997 0.06788545
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final inputs: [ 0.17811003]
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oet: [-0.00016399]
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oet: [ 0.5772099]
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oet: [-0.29428548]
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oet: [ 1.14554988]
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hidden inputs: [-1.39868585 -1.3377966 -1.27867906 -0.94732691 -1.24941273 -1.66075251
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final inputs: [ 0.09342608]
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oet: [ 1.61306826]
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hidden Outputs: [ 0.2764754 0.27561657 0.25175286 0.20022548 0.2644283 0.30110034
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final inputs: [-0.11483369]
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oet: [-0.1302938]
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oet: [ 1.39705744]
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oet: [-0.10974829]
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hidden Outputs: [ 0.24711724 0.223548 0.19451072 0.23422662 0.22372208 0.14964723
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oet: [-0.15109899]
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hidden inputs: [-1.4934303 -1.98327468 -1.91923264 -1.77908846 -1.67959245 -1.58347599
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hidden Outputs: [ 0.18340742 0.12097019 0.12794716 0.14441573 0.15714944 0.17030376
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oet: [ 0.1385407]
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hidden inputs: [-1.72470078 -1.45518916 -0.39661618 -1.18467656 -0.83045807 -1.25833832
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hidden Outputs: [ 0.15126666 0.18920423 0.40212561 0.23421238 0.30354822 0.22126007
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oet: [-0.36897333]
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hidden inputs: [-2.44489588 -1.85822374 -1.55472883 -1.10570881 -1.86340913 -2.27254591
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oet: [-0.70495901]
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hidden Outputs: [ 0.27537072 0.14341893 0.16183882 0.1631701 0.26826783 0.18926247
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final inputs: [ 0.03836385]
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oet: [-1.04429308]
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hidden Outputs: [ 0.17761534 0.22942368 0.2383921 0.16127762 0.36555634 0.11095126
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final inputs: [ 0.03800093]
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oet: [-0.73519902]
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hidden Outputs: [ 0.11598999 0.17150189 0.16460954 0.17796699 0.17931318 0.14624643
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final inputs: [ 0.00476093]
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oet: [-0.54208039]
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hidden inputs: [-1.46981234 -0.61747143 -0.8591246 -1.70263646 -1.07180573 -1.09560432
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hidden Outputs: [ 0.18697114 0.35035675 0.29752227 0.15412124 0.25505984 0.25056442
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final inputs: [-0.08127249]
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oet: [ 1.01593899]
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hidden Outputs: [ 0.14676197 0.13103588 0.14267213 0.1845952 0.23622365 0.19212597
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final inputs: [-0.00885064]
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oet: [ 1.32383506]
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oet: [-0.32687389]
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hidden inputs: [-1.05077484 -1.88359788 -1.9917113 -1.56208788 -1.34497034 -2.01395305
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oet: [-1.08441042]
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oet: [ 0.15915366]
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final inputs: [ 0.27030941]
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oet: [-0.01926186]
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hidden Outputs: [ 0.1066914 0.15731558 0.16688486 0.1953785 0.12809433 0.12265432
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final inputs: [ 0.04464855]
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oet: [ 1.1711838]
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hidden Outputs: [ 0.31544499 0.1804682 0.19597485 0.18062028 0.1762262 0.2165305
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final inputs: [-0.05387348]
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oet: [-0.3180543]
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hidden Outputs: [ 0.1703563 0.10047739 0.07109934 0.19510337 0.16411971 0.14237964
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final inputs: [ 0.02965588]
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oet: [-1.04661122]
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oet: [-0.83767933]
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oet: [ 2.7694557]
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oet: [-0.9811936]
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oet: [-0.4221535]
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oet: [ 0.79772262]
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oet: [ 1.83470878]
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hidden Outputs: [ 0.1930983 0.26245919 0.22367779 0.18675599 0.2215574 0.13975821
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oet: [-1.02948973]
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hidden Outputs: [ 0.09501822 0.16379026 0.21441623 0.1897335 0.19253029 0.13613456
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oet: [-0.1525274]
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hidden Outputs: [ 0.23407596 0.50793183 0.2751618 0.20534651 0.34941919 0.45639091
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oet: [ 0.30486404]
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final inputs: [ 0.0442785]
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oet: [-0.70839825]
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hidden Outputs: [ 0.15550165 0.14056767 0.17967293 0.17685705 0.14667235 0.13331178
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oet: [-0.82742078]
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oet: [ 1.03005579]
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oet: [-0.51892743]
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oet: [-0.26207701]
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oet: [-0.88721836]
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hidden Outputs: [ 0.11075198 0.14194313 0.16290435 0.15990875 0.08359689 0.11404858
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final inputs: [ 0.00449935]
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oet: [-0.2551399]
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hidden inputs: [-0.30827263 -0.55081995 -0.63110864 -1.44798987 -0.83690669 -0.930126
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hidden Outputs: [ 0.42353643 0.36567419 0.3472592 0.19031112 0.30218667 0.28289915
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final inputs: [-0.29035366]
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oet: [-0.40133137]
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hidden Outputs: [ 0.13163912 0.30662445 0.38825839 0.27849937 0.22642542 0.20917135
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oet: [-0.88749071]
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oet: [-0.5032916]
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oet: [-0.76969169]
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final inputs: [ 0.11862665]
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oet: [ 0.34743009]
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hidden Outputs: [ 0.08336151 0.06721283 0.12054088 0.24604869 0.16505432 0.07462787
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final inputs: [ 0.21690259]
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oet: [ 0.81734764]
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hidden inputs: [-1.28451909 -1.0111513 -0.96028877 -1.10085754 -1.28982436 -0.98912888
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oet: [-0.56453785]
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oet: [-0.77339324]
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hidden Outputs: [ 0.30199561 0.1927381 0.1675962 0.18658469 0.21772771 0.18727333
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oet: [-0.89971502]
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final inputs: [ 0.09501679]
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oet: [ 0.32693549]
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final inputs: [ 0.02601472]
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oet: [-0.60743864]
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hidden Outputs: [ 0.08015963 0.07916549 0.12440607 0.19973365 0.15061636 0.07810329
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final inputs: [ 0.17354757]
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oet: [ 1.8802693]
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hidden inputs: [-1.04323967 -1.05204155 -0.98119081 -0.96156548 -0.46030836 -0.52253309
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hidden Outputs: [ 0.26052538 0.25883326 0.27265556 0.27656487 0.38691267 0.3722601
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final inputs: [-0.10388085]
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oet: [ 0.3549284]
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hidden inputs: [-2.37463901 -1.88271894 -1.63067832 -1.41458217 -1.84984046 -2.51503714
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hidden Outputs: [ 0.08512715 0.13207688 0.16373746 0.19551233 0.13589163 0.07481072
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final inputs: [ 0.07940873]
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oet: [ 1.56092894]
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oet: [ 0.92378626]
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oet: [-0.28436548]
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oet: [-0.98469114]
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oet: [ 1.31504792]
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oet: [-0.00459058]
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oet: [-0.5646834]
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hidden inputs: [-1.43438307 -2.44104953 -2.13143127 -1.49971719 -1.8146491 -2.33280694
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hidden Outputs: [ 0.19241667 0.08009555 0.10607919 0.18246771 0.14007718 0.08844211
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oet: [-1.05689227]
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hidden inputs: [-0.98277649 -0.81307905 -0.69049131 -0.76356336 -0.23213409 -0.7705347
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oet: [-0.21553579]
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hidden inputs: [-1.25928503 -0.98889645 -0.95261579 -1.14035301 -1.46118612 -1.03541256
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hidden Outputs: [ 0.22109699 0.2711301 0.27835907 0.24225555 0.18828598 0.26203611
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final inputs: [-0.13793533]
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oet: [-0.81286334]
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oet: [ 0.53189235]
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hidden inputs: [-2.55050064 -1.71883041 -1.19887698 -1.66354549 -1.96162093 -2.8145369
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final inputs: [ 0.11260206]
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oet: [-1.12404434]
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oet: [-1.05586366]
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hidden inputs: [-1.44106639 -1.67893898 -1.98919928 -2.07862485 -0.79975405 -2.18612831
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hidden Outputs: [ 0.19138027 0.15723602 0.1203416 0.1111918 0.31007813 0.10100311
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final inputs: [ 0.09344786]
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oet: [ 1.80049039]
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hidden inputs: [-0.96514171 -1.05797564 -1.31113221 -1.72174196 -0.64271854 -1.46420216
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hidden Outputs: [ 0.27584992 0.2576965 0.21229745 0.15164692 0.34463227 0.18782546
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final inputs: [-0.07456855]
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oet: [-0.02170643]
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hidden inputs: [-0.09050557 -0.74520722 -1.49465651 -1.68013999 -0.92536675 -1.61327115
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hidden Outputs: [ 0.47738904 0.32186652 0.18322384 0.15707693 0.28386564 0.16613495
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final inputs: [-0.22642443]
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oet: [-0.78501786]
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hidden inputs: [-1.56056883 -2.41024263 -1.98796332 -2.06063342 -1.62984291 -2.07676224
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hidden Outputs: [ 0.17356504 0.08239497 0.1204725 0.11298233 0.16385188 0.11137601
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final inputs: [ 0.04328929]
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oet: [-0.85626156]
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...,
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hidden inputs: [-0.9890091 -0.05738732 -0.67322387 -1.62727284 -0.85680285 -0.61475162
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hidden Outputs: [ 0.27110784 0.48565711 0.33777534 0.1642043 0.29800776 0.35097605
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final inputs: [-0.26915983]
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oet: [-0.58791688]
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...,
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hidden inputs: [-2.0134149 -2.45920976 -2.17787719 -1.9091759 -1.85967008 -3.05887514
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hidden Outputs: [ 0.11780162 0.07876766 0.10175479 0.12907346 0.13474151 0.04483585
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final inputs: [ 0.10876157]
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oet: [ 0.02099875]
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hidden inputs: [-1.68745002 -0.92518885 -0.73466691 -1.20503225 -1.43788639 -1.25396265
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hidden Outputs: [ 0.15611148 0.28390181 0.32417144 0.23058122 0.19187287 0.22201494
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final inputs: [-0.083699]
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oet: [-0.91120412]
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hidden inputs: [-2.13035969 -1.91016781 -1.7712222 -1.09427965 -1.81900783 -2.2178492
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hidden Outputs: [ 0.10618085 0.128962 0.1453904 0.25081325 0.13955297 0.09815904
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final inputs: [ 0.08250306]
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oet: [ 1.88310492]
Progress: 4.5% ... Training loss: 0.843 ... Validation loss: 1.347[ 0.05206955]
X: [ 1. 0. 0.74270727 -0.08930106 -0.82146002 0. 0.
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hidden inputs: [-2.2872349 -1.97068557 -2.09577995 -1.80163694 -1.75561321 -2.33969565
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hidden Outputs: [ 0.09218569 0.12231527 0.10950767 0.14165192 0.14734061 0.08788831
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final inputs: [ 0.05206955]
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oet: [ 0.07217772]
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hidden inputs: [-0.95075316 -1.14350113 -0.59253987 -0.91239255 -0.33943968 -0.77322578
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hidden Outputs: [ 0.27873338 0.24167813 0.3560523 0.2865105 0.41594559 0.31578172
0.45457975 0.40876504 0.44324418 0.14148686 0.21544347 0.46258612
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final inputs: [ 0.00363951]
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oet: [-0.07786226]
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hidden inputs: [-1.63969628 -1.85306315 -1.5872007 -1.39329316 -0.93280953 -1.49236616
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hidden Outputs: [ 0.16250639 0.13551365 0.1697781 0.19888254 0.28235507 0.18356685
0.34139518 0.22448859 0.21839297 0.18041824 0.27450897 0.13076419
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final inputs: [ 0.0578799]
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oet: [ 0.86024743]
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X: [ 1. 0. 0.01564651 1.31017145 -0.45608552 0. 1.
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hidden inputs: [-0.99763008 -1.3892488 -1.06809972 -1.62527694 -1.14217554 -1.22010295
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hidden Outputs: [ 0.26940763 0.19952771 0.25576463 0.1644784 0.24192115 0.22791833
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final inputs: [-0.09638373]
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oet: [-0.56222297]
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oet: [-0.55127239]
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hidden inputs: [-1.15975614 -1.88328173 -1.97743929 -1.71509219 -1.3172308 -1.61086756
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hidden Outputs: [ 0.2387116 0.13201238 0.12159208 0.1525044 0.21127939 0.1664682
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oet: [-1.00210862]
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hidden inputs: [-0.3692769 -0.64847452 -1.85972996 -1.37558089 -0.95903389 -1.04451194
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hidden Outputs: [ 0.40871576 0.34333338 0.13473453 0.20171967 0.27707167 0.26028035
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final inputs: [-0.26350386]
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oet: [-0.68729481]
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hidden inputs: [-0.21547685 -0.33749531 -1.26621605 -0.60050281 -0.9382412 -0.30409398
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hidden Outputs: [ 0.44633825 0.41641802 0.21990569 0.35422867 0.28125575 0.42455698
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final inputs: [-0.33508188]
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oet: [-0.09748952]
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hidden inputs: [-2.20141537 -1.40586773 -1.19636153 -0.97588429 -1.57020788 -1.4558518
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final inputs: [ 0.05203154]
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oet: [-0.21997625]
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hidden inputs: [-0.98568466 -0.95973681 -1.26399996 -1.04288982 -0.73284529 -1.42919563
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hidden Outputs: [ 0.27176528 0.27693089 0.22028609 0.26059279 0.32457066 0.19322405
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final inputs: [-0.19196346]
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oet: [-0.246121]
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hidden Outputs: [ 0.12206128 0.15172609 0.23206354 0.2203952 0.23672039 0.13638853
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final inputs: [ 0.09938432]
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oet: [-0.30040736]
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hidden inputs: [-2.41572744 -1.90732215 -1.76722257 -0.69782322 -1.62916106 -2.53603449
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hidden Outputs: [ 0.08198124 0.12928199 0.14588807 0.33229503 0.16394532 0.07337032
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final inputs: [ 0.21509907]
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oet: [ 1.68435223]
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hidden inputs: [-1.73860546 -2.17104719 -1.47643596 -0.64845912 -1.46727663 -1.95124286
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hidden Outputs: [ 0.14949015 0.10238076 0.18596635 0.34333685 0.18735691 0.1244179
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final inputs: [ 0.16621587]
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oet: [ 0.36048448]
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hidden inputs: [-0.49988824 -1.26114304 -1.34069133 -1.52763603 -0.86526143 -0.81082987
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hidden Outputs: [ 0.37756693 0.22077719 0.20739639 0.17833983 0.29624126 0.30771368
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oet: [-0.89032023]
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hidden inputs: [-0.97778535 -1.20407762 -1.19516421 -1.11781356 -0.98607092 -1.04206597
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hidden Outputs: [ 0.27333144 0.23075062 0.23233659 0.24641707 0.27168884 0.26075156
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final inputs: [-0.25418326]
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oet: [-0.51468455]
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...,
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hidden inputs: [-1.13468207 -1.04743468 -1.05544068 -0.94643474 -1.04467478 -0.6120006
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hidden Outputs: [ 0.24329808 0.25971802 0.25818171 0.27960239 0.260249 0.35160297
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final inputs: [-0.15425165]
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oet: [-0.75795562]
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hidden inputs: [-1.29589876 -2.35173378 -2.07516972 -2.14265101 -1.66417155 -2.05334274
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hidden Outputs: [ 0.21485606 0.08692806 0.11153372 0.10501996 0.15920281 0.11371505
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final inputs: [-0.0309887]
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oet: [-0.95288831]
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hidden inputs: [-1.31221313 -0.88822088 -0.93726729 -0.83147499 -0.74591267 -1.22918728
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hidden Outputs: [ 0.21211674 0.29147711 0.28145267 0.30333328 0.32171256 0.2263237
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final inputs: [-0.04787905]
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oet: [ 0.92741499]
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hidden inputs: [-1.15567419 -0.33482356 -0.19694847 -0.80997015 -0.92760212 -0.29732349
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hidden Outputs: [ 0.2394542 0.41706744 0.45092142 0.30789686 0.28341144 0.42621191
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final inputs: [-0.26222973]
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oet: [-0.25855057]
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hidden inputs: [-2.11229967 -1.58192484 -1.71945385 -0.90329479 -1.31393018 -1.18868474
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hidden Outputs: [ 0.10790709 0.17052305 0.15194152 0.28837389 0.21182993 0.23349425
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final inputs: [ 0.03710669]
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oet: [ 1.0243601]
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hidden inputs: [-0.08783102 -0.5660894 -0.43650871 -0.79799044 -0.13964322 -0.25339141
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hidden Outputs: [ 0.47805635 0.36213966 0.39257319 0.31045555 0.46514582 0.43698893
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final inputs: [-0.3648274]
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oet: [-0.06223094]
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hidden inputs: [-3.01429308 -2.47562367 -2.26847142 -1.66296097 -1.58854011 -2.56378833
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hidden Outputs: [ 0.04678432 0.07758482 0.09376802 0.15936492 0.16958939 0.07150562
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final inputs: [ 0.12152756]
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oet: [ 1.54086234]
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hidden inputs: [ 0.0345486 -0.27365092 -0.15823608 -0.58860166 -0.48338702 0.15589988
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hidden Outputs: [ 0.50863629 0.43201102 0.46052332 0.35695576 0.38145265 0.53889622
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final inputs: [-0.38248982]
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oet: [-0.62343941]
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hidden inputs: [-0.43812908 -0.88821804 -1.08782575 -1.20394837 -0.9113805 -0.49615582
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oet: [-0.41223223]
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hidden inputs: [-1.22798023 -0.93664245 -0.04562007 -0.7875656 -0.8183579 -1.04614579
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oet: [-0.6816169]
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hidden inputs: [-2.18128011 -1.2188959 -0.9408917 -1.06974619 -1.28664369 -1.46669439
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final inputs: [ 0.03241531]
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oet: [ 1.41496541]
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hidden inputs: [-1.98127163 -1.73926596 -1.51683018 -1.74044331 -1.33000611 -2.21946737
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final inputs: [ 0.01530635]
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oet: [ 2.56225086]
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oet: [-0.72591365]
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hidden inputs: [-1.6379017 -1.94094146 -1.61073451 -0.73972931 -0.90308125 -1.86616085
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hidden Outputs: [ 0.16275078 0.12554446 0.16648666 0.32306334 0.28841771 0.13398657
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final inputs: [ 0.14967947]
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oet: [ 0.85665676]
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hidden inputs: [-0.58475315 -0.86286551 -0.36517642 -0.51624427 -0.93399292 -0.33703492
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hidden Outputs: [ 0.35783963 0.29674101 0.40970708 0.37373087 0.28211534 0.41652991
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final inputs: [-0.14683995]
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oet: [ 1.29651564]
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hidden inputs: [-1.67705093 -1.29699007 -2.05500472 -1.70487268 -2.02114895 -1.64893524
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hidden Outputs: [ 0.15748637 0.21467202 0.11354766 0.15382994 0.11700024 0.16125291
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final inputs: [-0.12751219]
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oet: [-0.56417285]
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hidden inputs: [-1.15579186 -1.20468764 -1.73168295 -1.14964524 -1.39881187 -1.10064894
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hidden Outputs: [ 0.23943277 0.23064236 0.15037244 0.24055389 0.19800472 0.24961832
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final inputs: [-0.13717317]
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oet: [-0.87426912]
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hidden inputs: [-1.03386614 -1.00310896 -1.24304468 -0.85875186 -0.87584966 -1.41806803
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hidden Outputs: [ 0.26233526 0.2683306 0.22390646 0.29760018 0.29403857 0.19496463
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oet: [ 0.6653258]
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hidden inputs: [-2.4001897 -1.27179694 -1.22546907 -0.96459576 -1.38468829 -1.4341465
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hidden Outputs: [ 0.08315823 0.2189498 0.22697543 0.27595899 0.20025709 0.19245343
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final inputs: [ 0.02355777]
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oet: [-0.38997249]
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hidden inputs: [-2.69886866 -1.93486875 -1.72907612 -1.61251631 -1.9993504 -2.7372017
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hidden Outputs: [ 0.06304015 0.12621266 0.15070579 0.16623955 0.11927114 0.06081353
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final inputs: [ 0.10065244]
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oet: [ 1.57827662]
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hidden inputs: [-2.44766012 -2.18232285 -1.26005318 -1.2082389 -2.39025608 -2.2662991
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hidden Outputs: [ 0.07960983 0.10134917 0.22096474 0.23001281 0.08391874 0.09395278
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final inputs: [ 0.10498169]
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oet: [ 0.19568337]
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hidden inputs: [-2.04055146 -2.16121728 -1.34501876 -1.86171563 -1.63927907 -2.21254709
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hidden Outputs: [ 0.11501059 0.10328765 0.20668594 0.13450321 0.16256318 0.0986294
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final inputs: [ 0.07386354]
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oet: [ 2.56433727]
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hidden inputs: [-1.20055961 -1.2301959 -0.83592304 -0.97947626 -0.91368448 -1.04552357
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hidden Outputs: [ 0.23137568 0.22614714 0.30239413 0.27299572 0.28624647 0.26008563
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final inputs: [-0.16189815]
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oet: [-0.82197886]
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hidden inputs: [-1.2299229 -1.87596435 -1.07614504 -1.42998634 -1.92073945 -2.08615634
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hidden Outputs: [ 0.22619492 0.1328531 0.25423622 0.19310081 0.12777913 0.11044965
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final inputs: [-0.04424841]
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oet: [-0.86795887]
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hidden inputs: [-1.66253647 -1.29934313 -1.03652673 -1.04075822 -0.92566969 -1.45513179
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hidden Outputs: [ 0.1594218 0.21427559 0.26182072 0.26100372 0.28380407 0.18921303
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final inputs: [-0.10143739]
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oet: [-0.52409097]
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hidden inputs: [-1.27221735 -2.45801781 -1.59002157 -1.2553044 -1.73563011 -2.0639637
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hidden Outputs: [ 0.21887792 0.0788542 0.16938086 0.22178327 0.14986884 0.11264901
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final inputs: [ 0.0869304]
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oet: [ 1.39352865]
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hidden inputs: [-1.72563254 -0.98491936 -0.41412345 -1.39219892 -1.62297493 -0.88294159
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hidden Outputs: [ 0.15114708 0.27191677 0.39792381 0.19905694 0.164795 0.29256858
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final inputs: [-0.23152302]
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hidden inputs: [-1.41524461 -1.63625045 -1.10224517 -1.30766797 -1.35776813 -1.48943996
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hidden Outputs: [ 0.19540816 0.16297591 0.24931945 0.21287734 0.20460328 0.1840058
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final inputs: [-0.11829396]
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oet: [-0.3308166]
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hidden inputs: [-1.36005635 -1.38517371 -0.58729208 -1.03000679 -1.30546908 -1.07365644
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hidden Outputs: [ 0.20423114 0.20017936 0.35725642 0.26308279 0.21324602 0.25470835
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final inputs: [-0.05405813]
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oet: [ 0.66345433]
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hidden inputs: [-0.14781819 -0.09589466 -0.99312685 -0.73837764 -1.37973519 -0.3621362
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hidden Outputs: [ 0.4631126 0.47604469 0.27029491 0.32335901 0.20105153 0.41044255
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final inputs: [-0.34660944]
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oet: [-0.65931978]
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hidden inputs: [-0.29828032 -0.54097004 -0.99497954 -1.58414925 -1.00775019 -1.04293974
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hidden Outputs: [ 0.42597793 0.36796196 0.26992965 0.17020865 0.26742037 0.26058317
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final inputs: [-0.27778152]
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oet: [-0.67301714]
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hidden inputs: [-1.51228148 -1.83151385 -1.35338491 -2.23756613 -1.12476101 -1.60143372
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hidden Outputs: [ 0.18060092 0.13805803 0.20531753 0.09642739 0.24512923 0.16778133
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final inputs: [-0.01434877]
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oet: [ 1.31287697]
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hidden inputs: [-1.92527346 -1.68613558 -0.94251656 -1.07766245 -2.28754303 -1.63881937
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hidden Outputs: [ 0.12727466 0.15628473 0.28039229 0.25394863 0.09215991 0.16262578
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final inputs: [-0.07202855]
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oet: [-0.55901286]
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hidden inputs: [-0.35421695 -0.63487547 -1.22377218 -1.10878268 -0.62090829 -0.51295876
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hidden Outputs: [ 0.4123602 0.34640586 0.2272733 0.24809791 0.3495749 0.37450018
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final inputs: [-0.20696231]
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oet: [ 0.04453065]
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hidden inputs: [-1.6921497 -2.02309746 -1.49287953 -1.1992829 -1.30437004 -1.76940247
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hidden Outputs: [ 0.15549334 0.11679909 0.18348992 0.23160281 0.21343047 0.14561665
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final inputs: [ 0.12515007]
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oet: [ 0.42911557]
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hidden inputs: [-1.57165098 -0.96499568 -0.83381242 -0.95747187 -1.48083021 -0.95486482
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hidden Outputs: [ 0.17198116 0.27587909 0.30283956 0.27738465 0.18530205 0.27790752
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final inputs: [-0.19561147]
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oet: [-0.61736079]
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oet: [ 0.89814305]
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hidden inputs: [-1.12188556 -0.9646047 -0.67979728 -1.30404381 -0.6550964 -0.94406478
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hidden Outputs: [ 0.2456617 0.27595721 0.33630655 0.21348524 0.341842 0.28008001
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oet: [ 0.90333345]
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hidden inputs: [-0.73562874 -1.28711738 -1.47974516 -1.13988897 -1.42295196 -1.35084173
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oet: [ 0.23012639]
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hidden inputs: [-1.65668474 -1.7188809 -1.23637125 -0.70739113 -1.16397325 -1.66852618
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hidden Outputs: [ 0.16020753 0.15201537 0.22506825 0.33017556 0.23794607 0.15862078
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final inputs: [ 0.11132015]
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oet: [ 0.9556597]
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oet: [ 0.02152041]
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hidden inputs: [ 0.05502517 -0.45294148 -0.92769383 -1.73546074 -1.05731138 -1.10270921
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hidden Outputs: [ 0.51375282 0.38866163 0.28339282 0.14989042 0.25782359 0.24923261
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final inputs: [-0.30839415]
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oet: [-0.37226477]
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hidden inputs: [-2.31695812 -2.39478899 -1.98963621 -1.86761502 -1.60613945 -2.11511757
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hidden Outputs: [ 0.0897282 0.08357093 0.12029535 0.13381793 0.16712529 0.10763613
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final inputs: [ 0.10996285]
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oet: [ 2.03757598]
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hidden inputs: [-1.97427341 -2.04174816 -1.08354258 -1.40765467 -1.24215545 -1.55197782
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hidden Outputs: [ 0.12193062 0.11488884 0.2528362 0.19660424 0.22406102 0.17480079
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final inputs: [ 0.14564159]
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oet: [ 0.67325073]
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hidden inputs: [-1.95861555 -1.89302242 -1.0368274 -1.45623105 -1.66124159 -1.46403887
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hidden Outputs: [ 0.12361695 0.13090024 0.26176261 0.18904445 0.1595954 0.18785037
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final inputs: [-0.08357317]
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oet: [ 0.21884654]
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hidden inputs: [-0.75643963 -1.11827591 -1.11454675 -1.21075766 -1.06948918 -1.11028548
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hidden Outputs: [ 0.31941976 0.24633122 0.24702421 0.22956702 0.25550024 0.24781767
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oet: [-0.75397954]
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hidden inputs: [-1.757283 -2.22822308 -1.8759072 -1.9383748 -1.87313819 -2.67200076
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hidden Outputs: [ 0.14713095 0.09724452 0.13285969 0.12582651 0.13317902 0.06464588
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final inputs: [ 0.00111055]
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oet: [-1.01806589]
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hidden inputs: [-1.8522268 -1.6652547 -1.18399998 -1.68267209 -1.01052161 -1.59339311
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hidden Outputs: [ 0.13561166 0.15905788 0.23433375 0.15674196 0.26687778 0.16890705
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final inputs: [ 0.10348312]
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oet: [ 1.97238599]
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hidden inputs: [-0.42548619 -0.43711933 -0.42491022 -0.81902822 -0.65796098 0.05301061
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hidden Outputs: [ 0.3952047 0.39242759 0.39534238 0.30596998 0.3411978 0.51324955
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final inputs: [-0.39076449]
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oet: [-0.60413862]
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hidden inputs: [-1.85807873 -0.9274266 -1.45820556 -0.96772662 -1.19474723 -1.56895881
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hidden Outputs: [ 0.13492715 0.28344709 0.18874193 0.27533387 0.23241097 0.17236487
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final inputs: [-0.10125911]
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oet: [-0.45259953]
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hidden inputs: [-0.67336255 0.16203939 -0.61708362 -1.19243586 -0.97772293 -0.56645418
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hidden Outputs: [ 0.33774432 0.54042144 0.35044503 0.23282357 0.27334384 0.36205541
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final inputs: [-0.35339308]
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oet: [-0.26110916]
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hidden inputs: [ 0.18988396 -0.06154398 -0.77280305 -1.00387379 -0.02819475 -1.02279491
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hidden Outputs: [ 0.54732887 0.48461886 0.31587306 0.26818047 0.49295178 0.26448334
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final inputs: [-0.28293482]
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oet: [-0.13309742]
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hidden inputs: [-0.84243851 -0.89828839 -1.65334076 -1.28905285 -1.90552243 -1.33353574
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hidden Outputs: [ 0.30102145 0.28940236 0.16065795 0.21601317 0.12948472 0.20857511
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final inputs: [-0.26409898]
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oet: [-0.77490859]
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hidden inputs: [-2.67985472 -2.35504303 -1.98153536 -1.44613629 -1.70720975 -2.53052519
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hidden Outputs: [ 0.0641726 0.08666576 0.12115526 0.19059691 0.15352597 0.07374576
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final inputs: [ 0.14985351]
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oet: [ 2.09140727]
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hidden inputs: [-1.89410435 -1.73023862 -1.51099842 -1.29697081 -1.11537778 -1.74581174
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hidden Outputs: [ 0.1307772 0.15055706 0.18079087 0.21467527 0.24686966 0.14857624
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final inputs: [ 0.01334285]
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hidden inputs: [-0.17717819 -0.94763525 -1.08633374 -0.62306074 -1.20004024 -0.91231748
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oet: [ 0.07319725]
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hidden inputs: [-1.0684722 -0.48342222 -1.26285274 -1.45443711 -1.32367862 -0.89762493
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hidden Outputs: [ 0.25569374 0.38144434 0.2204832 0.18931963 0.21020692 0.28953882
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final inputs: [-0.24967649]
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oet: [ 1.15126465]
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hidden inputs: [-2.06257389 -1.5091048 -1.56869576 -2.11831041 -1.3761087 -2.94960012
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final inputs: [-0.01371695]
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oet: [-0.22038443]
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hidden inputs: [-2.58890593 -1.77712678 -1.66871347 -1.11114969 -0.94794757 -2.13749675
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hidden Outputs: [ 0.06985584 0.14465828 0.15859578 0.24765661 0.27929777 0.1055054
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final inputs: [ 0.24829092]
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oet: [ 0.53201001]
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hidden inputs: [-1.99192837 -1.46408905 -0.89781785 -0.75328422 -1.49234158 -1.71020544
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hidden Outputs: [ 0.120053 0.18784271 0.28949914 0.32010611 0.18357053 0.15313707
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final inputs: [ 0.04225903]
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oet: [-0.39764765]
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hidden inputs: [-1.42822051 -1.56919622 -0.72912631 -0.72952965 -1.43950836 -1.30741044
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hidden Outputs: [ 0.1933761 0.17233101 0.32538648 0.32529795 0.19162149 0.21292049
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final inputs: [-0.01762044]
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oet: [-0.55277736]
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hidden inputs: [-1.33245508 -2.02674716 -1.53728548 -1.94861687 -1.22400947 -1.6959681
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hidden Outputs: [ 0.20875356 0.11642312 0.17693023 0.12470425 0.22723163 0.15499259
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final inputs: [-0.00828253]
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oet: [ 0.43023482]
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hidden inputs: [-0.68169374 -0.76892786 -1.58975605 -1.54108297 -0.75051735 -1.49343752
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hidden Outputs: [ 0.33588338 0.31671108 0.16941822 0.1763779 0.32070858 0.18340634
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final inputs: [-0.19923438]
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oet: [-0.65784233]
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hidden inputs: [-0.65007194 -0.92015478 -1.39119264 -1.17008117 -0.54167781 -1.37997015
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hidden Outputs: [ 0.34297333 0.28492636 0.19921743 0.23684031 0.36779737 0.20101379
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final inputs: [-0.18756561]
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oet: [-0.06307494]
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...,
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hidden inputs: [-0.70970269 -0.76562812 -0.72431388 -0.83380097 -1.06815126 -0.16095278
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final inputs: [-0.2342929]
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oet: [-0.72201882]
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hidden inputs: [-1.68270299 -0.92161348 -0.73398101 -1.2075661 -1.43889669 -1.24972126
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hidden Outputs: [ 0.15673788 0.28462925 0.32432173 0.23013199 0.19171626 0.22274839
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oet: [-0.84354317]
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hidden inputs: [-1.71802538 -1.95136333 -1.11438038 -1.35969411 -0.6215492 -2.06282822
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hidden Outputs: [ 0.15212568 0.12440478 0.24705515 0.20429002 0.34942919 0.11276256
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final inputs: [ 0.161283]
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oet: [ 0.09527761]
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hidden inputs: [-1.06959018 -1.60373054 -1.22302912 -0.79550945 -1.67537588 -1.06090182
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hidden Outputs: [ 0.25548103 0.16746087 0.22740382 0.31098691 0.15770875 0.25713715
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final inputs: [-0.11692326]
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oet: [-0.91657125]
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hidden inputs: [-0.30228617 -0.5887306 -0.59487675 -0.26175991 -0.47089028 -0.08223039
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hidden Outputs: [ 0.42499871 0.35692617 0.35551669 0.43493113 0.38440555 0.47945398
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final inputs: [-0.27057506]
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oet: [-0.43213608]
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hidden inputs: [-1.91328746 -0.7740943 -1.32996667 -1.71540842 -1.23187113 -1.51384893
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hidden Outputs: [ 0.12861197 0.31559409 0.20916488 0.15246353 0.2258541 0.18036908
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final inputs: [-0.19171684]
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oet: [-0.29047206]
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hidden inputs: [-1.3751153 -2.01351694 -1.59271899 -1.5607047 -1.84087579 -1.89455763
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hidden Outputs: [ 0.20179465 0.11779102 0.1690017 0.17354555 0.13694775 0.13072568
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final inputs: [-0.01350976]
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oet: [-0.57342721]
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hidden inputs: [-2.98982102 -2.0134461 -2.23156317 -1.85170102 -1.6384201 -2.15842779
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hidden Outputs: [ 0.04788785 0.11779838 0.0969517 0.1356733 0.16268015 0.1035463
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final inputs: [ 0.11633964]
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oet: [ 0.3993346]
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hidden inputs: [-0.17523966 -0.47532244 -0.642453 -0.92410812 -1.00254847 -0.10454815
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hidden Outputs: [ 0.45630186 0.38335727 0.34469225 0.28412158 0.26844066 0.47388674
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final inputs: [-0.36971579]
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oet: [-0.60864815]
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hidden Outputs: [ 0.22009653 0.17709966 0.12526652 0.2357746 0.22081147 0.2908975
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oet: [-0.29335558]
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hidden inputs: [-0.61954106 -1.3140049 -1.55633671 -1.41062079 -1.20432324 -1.28730145
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hidden Outputs: [ 0.34988584 0.21181745 0.17417293 0.19613616 0.23070703 0.21630992
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oet: [-0.34014578]
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hidden inputs: [-1.52642664 -1.99725483 -1.74608524 -1.78776302 -1.14498103 -1.88041597
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hidden Outputs: [ 0.17851711 0.11949145 0.14854164 0.1433472 0.24140701 0.1323411
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final inputs: [-0.07232219]
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oet: [ 1.82292098]
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hidden inputs: [-0.45028917 -0.56464454 -1.47551632 -0.67888349 -1.01842235 0.01454674
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hidden Outputs: [ 0.38929202 0.36247349 0.18610561 0.33651054 0.26533482 0.50363662
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final inputs: [-0.22855669]
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oet: [ 0.55127397]
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hidden inputs: [-1.12221237 -1.6222589 -1.15526738 -0.67011662 -1.07636253 -1.42820683
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final inputs: [-0.03811148]
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oet: [-0.36689464]
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hidden inputs: [-1.74128351 -1.63647597 -1.59945461 -1.35204843 -1.57334582 -1.88301421
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hidden Outputs: [ 0.14914998 0.16294515 0.16805785 0.20553568 0.17173994 0.13204304
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final inputs: [ 0.03652295]
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oet: [ 1.52111888]
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hidden Outputs: [ 0.29892021 0.11051797 0.35867585 0.26673207 0.23488525 0.309619
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final inputs: [-0.0408314]
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oet: [ 0.61163621]
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hidden inputs: [-0.78297928 -0.67180891 -0.53005274 -1.01435323 -0.61613395 -0.88451605
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hidden Outputs: [ 0.31367814 0.33809191 0.37050459 0.26612878 0.35066123 0.29224282
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final inputs: [-0.09963521]
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oet: [-0.22818812]
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hidden inputs: [-0.73318325 -1.11062864 -0.95346803 -1.55688058 -0.61878474 -1.56768269
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hidden Outputs: [ 0.32449658 0.24775371 0.27818791 0.17409472 0.35005789 0.17254699
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final inputs: [-0.09580106]
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oet: [ 0.82648448]
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hidden inputs: [-1.87153647 -1.82649314 -1.66284607 -1.89921438 -1.50053104 -1.76956993
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hidden Outputs: [ 0.13336404 0.13865657 0.15938032 0.13019742 0.18234633 0.14559582
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final inputs: [-0.04581116]
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hidden inputs: [-1.78711636 -2.2277415 -1.20309401 -1.51377481 -1.44368293 -1.73252849
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hidden Outputs: [ 0.14342663 0.09728681 0.23092527 0.18038004 0.19097567 0.15026444
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final inputs: [ 0.04076657]
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oet: [ 0.408751]
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...,
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hidden inputs: [-1.90497083 -2.5803918 -1.98410037 -2.00796345 -1.84273646 -2.43430277
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hidden Outputs: [ 0.12954691 0.07041108 0.12088241 0.11836934 0.13672798 0.08059406
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final inputs: [ 0.06722176]
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oet: [ 1.73299454]
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...,
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hidden inputs: [-2.17711303 -2.33151109 -1.66541126 -1.50414336 -1.65084014 -2.20159382
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hidden Outputs: [ 0.10182466 0.08854663 0.15903694 0.18180837 0.16099544 0.09960745
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final inputs: [ 0.07658576]
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oet: [-0.88955802]
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hidden inputs: [-1.62728907 -1.51676144 -1.4265502 -1.36296724 -1.24792511 -1.28184176
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hidden Outputs: [ 0.16420207 0.17993891 0.19363677 0.20375847 0.22305952 0.21723688
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final inputs: [-0.03006762]
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oet: [ 0.9922994]
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hidden inputs: [-0.30120236 -1.01710441 -0.52070098 -0.78755214 -0.90681106 -0.49191422
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hidden Outputs: [ 0.42526358 0.26559181 0.37268834 0.31269451 0.28765284 0.37944273
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final inputs: [-0.21967055]
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oet: [-0.11366584]
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hidden inputs: [-1.59729833 -1.06444478 -1.18201653 -1.39929817 -0.59624056 -1.75143116
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hidden Outputs: [ 0.16835955 0.25646097 0.23468981 0.19792751 0.35520426 0.14786678
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final inputs: [ 0.05560609]
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oet: [ 0.44352898]
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hidden inputs: [-2.06132929 -1.85933292 -2.10614513 -1.33061587 -1.1632576 -2.19062063
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hidden Outputs: [ 0.11291262 0.13478082 0.10850098 0.20905751 0.23807587 0.10059593
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final inputs: [ 0.18618543]
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oet: [ 0.07037518]
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hidden inputs: [-1.35754345 -1.81866114 -1.4264973 -0.88616016 -1.3199423 -2.10286821
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hidden Outputs: [ 0.20463985 0.1395946 0.19364503 0.29190287 0.21082789 0.10881836
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final inputs: [ 0.06600216]
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oet: [ 0.09132344]
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hidden inputs: [-1.16756334 -1.48382569 -1.44969874 -1.41151342 -0.92820694 -1.9312603
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hidden Outputs: [ 0.2372957 0.18485027 0.19004794 0.19599546 0.28328863 0.12661115
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final inputs: [ 0.02465772]
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oet: [ 2.34891641]
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...,
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hidden inputs: [-1.69684694 -1.42303814 -1.06961882 -1.25862155 -1.16218962 -1.39017964
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hidden Outputs: [ 0.15487752 0.19418574 0.25547558 0.22121128 0.23826965 0.19937908
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oet: [ 1.03837934]
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hidden inputs: [-2.20535981 -1.27260174 -1.61465334 -1.89230278 -1.73101395 -2.09648958
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oet: [ 1.73718184]
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hidden inputs: [-1.76195858 -1.30629215 -0.55485702 -1.25840089 -1.02027608 -1.1131334
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hidden Outputs: [ 0.14654521 0.21310796 0.36473828 0.22124929 0.26497363 0.24728719
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final inputs: [-0.03539684]
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oet: [-0.20973066]
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hidden inputs: [-1.72746381 -1.78876962 -2.33502734 -1.50484327 -1.82046815 -1.63545341
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hidden Outputs: [ 0.15091227 0.14322364 0.08826326 0.18170428 0.13937771 0.16308467
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final inputs: [-0.04061924]
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oet: [ 0.10422289]
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hidden inputs: [-1.21870391 -1.92323016 -1.51479798 -1.27754269 -1.29793077 -1.53019912
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hidden Outputs: [ 0.22816462 0.12750179 0.18022882 0.2179688 0.21451347 0.17796455
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final inputs: [-0.05196074]
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oet: [-0.35304538]
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hidden inputs: [-2.78591073 -1.96376111 -1.44038765 -1.38524429 -1.5332238 -2.41342799
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hidden Outputs: [ 0.0580903 0.12306059 0.19148533 0.20016806 0.17752249 0.08215446
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final inputs: [ 0.09923528]
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oet: [ 1.38122377]
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hidden inputs: [-1.43115541 -1.08600428 -1.14926011 -0.75271637 -0.87488897 -0.80753166
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hidden Outputs: [ 0.19291872 0.25237144 0.24062425 0.3202297 0.29423803 0.30841673
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final inputs: [-0.14732595]
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oet: [-0.76488132]
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hidden inputs: [-1.91328746 -0.7740943 -1.32996667 -1.71540842 -1.23187113 -1.51384893
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hidden Outputs: [ 0.12861197 0.31559409 0.20916488 0.15246353 0.2258541 0.18036908
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final inputs: [-0.19171684]
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oet: [-0.29047206]
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hidden inputs: [-0.63834163 -1.31189044 -0.94103859 -0.25912133 -0.88190451 -0.36928695
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hidden Outputs: [ 0.34562151 0.21217068 0.2806906 0.43557972 0.29278327 0.40871333
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final inputs: [-0.14375958]
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oet: [-0.33291627]
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hidden inputs: [-2.08427274 -2.34296158 -2.22657525 -1.43248406 -1.47317797 -2.29887588
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oet: [-0.84541452]
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hidden inputs: [-1.17024178 -0.89018085 -1.34802249 -1.887642 -1.37901904 -2.05465692
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hidden Outputs: [ 0.23681128 0.29107251 0.20619386 0.13151356 0.20116659 0.11358267
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oet: [-0.55845178]
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hidden inputs: [-1.66637649 -1.31372885 -1.11697153 -0.85920761 -1.37249868 -0.94541455
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hidden Outputs: [ 0.15890788 0.21186354 0.24657347 0.29750493 0.20221645 0.27980793
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final inputs: [-0.19262503]
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oet: [-0.6754778]
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hidden inputs: [-1.81606452 -1.2299992 -1.30693597 -2.04837697 -1.84126562 -2.15455468
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hidden Outputs: [ 0.13990677 0.22618157 0.21300002 0.11421648 0.13690168 0.10390637
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final inputs: [-0.12735899]
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oet: [-0.88408329]
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hidden inputs: [-0.37461196 -0.78876825 -1.16167921 -1.11077395 -0.62132109 -0.23679327
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hidden Outputs: [ 0.40742708 0.31243321 0.2383623 0.24772663 0.34948105 0.44107675
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final inputs: [-0.25075727]
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oet: [ 0.82707513]
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hidden inputs: [-0.76208351 -1.31471858 -1.95050705 -1.11793799 -1.33206303 -0.6912228
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hidden Outputs: [ 0.31819409 0.21169833 0.12449808 0.24639397 0.20881832 0.33376111
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final inputs: [-0.17705211]
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oet: [-0.83990323]
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hidden inputs: [-2.7885876 -2.60156482 -1.94968754 -1.41680675 -1.29541994 -2.47618251
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hidden Outputs: [ 0.057944 0.06903778 0.12458743 0.19516267 0.21493684 0.07754483
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final inputs: [ 0.18885079]
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oet: [ 0.80645933]
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hidden inputs: [-1.61704404 -1.53985172 -0.85406708 -1.19317022 -1.56348825 -1.72507386
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hidden Outputs: [ 0.16561294 0.17655683 0.29858039 0.23269242 0.17314668 0.15121877
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final inputs: [-0.00034804]
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oet: [-0.37157975]
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hidden inputs: [-1.48073884 -0.8914192 -0.86627905 -1.23949385 -1.43339574 -1.53554024
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hidden Outputs: [ 0.18531585 0.29081704 0.29602914 0.2245241 0.19257014 0.17718453
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final inputs: [-0.12463038]
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oet: [-0.63872438]
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hidden inputs: [-2.27444867 -1.33303322 -1.78296285 -1.7955426 -1.84856405 -1.8448222
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hidden Outputs: [ 0.09326134 0.20865808 0.14393767 0.14239453 0.13604158 0.13648198
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final inputs: [-0.06162312]
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oet: [-0.19453048]
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X: [ 1. 0. 0.74270727 1.36200377 0.51988127 0. 0.
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...,
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hidden inputs: [-0.60559006 -1.08928365 -1.34563892 -1.46940268 -1.18102025 -1.56744798
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hidden Outputs: [ 0.35306582 0.2517532 0.20658427 0.18703342 0.2348688 0.17258051
0.43223938 0.26575257 0.24090413 0.12743181 0.25029385 0.3054204
0.16304958 0.19884024 0.25082687 0.2101827 0.14118596 0.23013399
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final inputs: [-0.06023536]
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oet: [-0.4770841]
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X: [ 0. 0. -0.9191459 1.56933303 -0.69966852 1. 0.
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...,
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hidden inputs: [-0.05430942 -0.51365843 -0.79127597 -1.63327268 -0.77361321 -0.42186331
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-1.78381083 -0.64325743 -1.2234223 -0.83110708 -0.60223594 -1.18610737
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hidden Outputs: [ 0.48642598 0.3743363 0.31189476 0.16338253 0.31569801 0.39607096
0.33132882 0.2905731 0.27525248 0.45412245 0.1685354 0.33549504
0.14383321 0.34451056 0.22733475 0.30341103 0.35383231 0.23395585
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final inputs: [-0.38758944]
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oet: [-0.64590507]
Progress: 5.0% ... Training loss: 0.832 ... Validation loss: 1.325[-0.07998084]
X: [ 1. 0. 1.05430474 1.10284219 -0.82146002 0. 0.
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...,
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hidden inputs: [-1.09774213 -1.21009404 -1.40589642 -1.29612549 -1.22873198 -1.22690709
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hidden Outputs: [ 0.25016319 0.22968441 0.19688211 0.21481781 0.22640344 0.22672322
0.31900899 0.20549689 0.30323659 0.21735243 0.18067892 0.20551279
0.1393583 0.19273707 0.22045858 0.21466057 0.1184084 0.14599392
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final inputs: [-0.07998084]
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oet: [-0.13758137]
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...,
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hidden inputs: [-1.79639147 -1.58077127 -0.52201957 -1.13505045 -1.01828802 -1.47757699
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hidden Outputs: [ 0.1422909 0.17068628 0.37238011 0.24323026 0.26536101 0.18579368
0.32302874 0.27706038 0.25869944 0.13200908 0.32309177 0.12848934
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final inputs: [ 0.10579223]
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oet: [ 0.37680367]
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X: [ 1. 0. 1.15817056 0.58451904 -0.69966852 0. 0.
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...,
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hidden inputs: [-2.18199863 -2.17739871 -2.32152573 -1.54990073 -1.77687618 -2.0641853
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hidden Outputs: [ 0.10137871 0.10179853 0.08935583 0.17510061 0.14468929 0.11262686
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final inputs: [ 0.05376443]
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oet: [ 2.97586336]
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hidden inputs: [-1.62455283 -1.945577 -0.83242526 -0.5531062 -1.33083402 -1.77987486
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hidden Outputs: [ 0.16457794 0.12503644 0.30313251 0.36514405 0.20902144 0.14431859
0.28811977 0.3184251 0.27549421 0.13526789 0.28647401 0.17541242
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final inputs: [ 0.15219387]
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oet: [-0.3807822]
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X: [ 0. 0. 0.63884145 1.31017145 -0.21168512 0. 0.
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hidden inputs: [-0.56520577 -0.90332187 -1.19282756 -1.04255707 -0.70374176 -0.62357353
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hidden Outputs: [ 0.3623438 0.28836833 0.23275361 0.26065691 0.33098315 0.34896914
0.39329154 0.24913208 0.32721425 0.27350518 0.27794776 0.27519927
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final inputs: [-0.13986447]
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oet: [-0.82196031]
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X: [ 1. 0. -1.12687754 -0.34846264 0.88607317 1. 0.
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hidden inputs: [-1.55720853 -1.67977027 -1.32969973 -1.79652363 -1.69671914 -1.79392823
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hidden Outputs: [ 0.17404757 0.15712589 0.20920904 0.14227477 0.15489425 0.14259179
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final inputs: [-0.05320815]
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oet: [-0.96926025]
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X: [ 0. 0. -0.71141425 -0.65945653 2.71621524 1. 0.
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hidden inputs: [-1.14124712 -1.34388527 -0.54597568 -1.14895219 -0.88413927 -2.03039906
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hidden Outputs: [ 0.24209146 0.20687185 0.36679859 0.24068052 0.29232076 0.11604798
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final inputs: [-0.00289979]
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oet: [-0.80455942]
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oet: [-0.34925476]
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hidden Outputs: [ 0.22881208 0.28530801 0.2557141 0.26101464 0.15106441 0.24936589
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oet: [-0.76273477]
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oet: [-0.81688452]
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oet: [ 0.45359285]
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hidden inputs: [-2.19901425 -1.83910437 -1.03661544 -1.71519013 -2.01915942 -2.07612506
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final inputs: [-0.00434193]
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oet: [ 0.75156452]
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oet: [-0.80112715]
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final inputs: [-0.05945113]
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oet: [ 1.62811907]
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final inputs: [ 0.08423459]
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oet: [ 0.27156102]
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hidden inputs: [-1.65684707 -0.56655093 -1.11674097 -1.53271792 -1.41099212 -1.36265068
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hidden Outputs: [ 0.16018569 0.36203306 0.2466163 0.17759637 0.19607762 0.20380984
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final inputs: [-0.22010189]
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oet: [-0.79685345]
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hidden inputs: [-2.08810694 -1.17473274 -1.25594778 -1.37677342 -0.97165004 -1.5991625
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hidden Outputs: [ 0.11025815 0.23600059 0.22167225 0.2015277 0.27455174 0.1680987
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oet: [-0.23733035]
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oet: [-0.90843764]
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hidden inputs: [-1.32779238 -0.90675452 -1.29410623 -1.34764473 -1.7233651 -0.95669732
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oet: [ 0.19342219]
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hidden inputs: [-0.35580233 -0.47476037 -1.02164473 -0.90184058 -0.86079925 -0.04988532
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oet: [-0.44370664]
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oet: [-0.40364802]
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hidden inputs: [-0.54264195 -0.66302642 -0.69122971 -0.73216272 -0.64763864 -0.28398287
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final inputs: [-0.10746094]
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oet: [-0.17074489]
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oet: [-0.58356316]
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hidden Outputs: [ 0.16578254 0.14722026 0.37451678 0.33267366 0.18727767 0.19123068
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oet: [ 0.87442383]
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hidden inputs: [-0.87754156 -0.73565395 -1.4831743 -1.4378495 -1.6805917 -0.80728625
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hidden Outputs: [ 0.29368749 0.32395523 0.18494844 0.19187859 0.15701713 0.30846908
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final inputs: [-0.31417999]
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oet: [-0.55392284]
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hidden inputs: [-0.66577661 -0.75928202 -1.58755596 -1.54765281 -0.75314876 -1.48171376
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hidden Outputs: [ 0.33944317 0.31880217 0.16972803 0.17542553 0.32013559 0.18516871
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final inputs: [-0.18846352]
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oet: [-0.6686132]
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...,
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hidden Outputs: [ 0.04507639 0.11574395 0.15422574 0.17831724 0.11842275 0.0660897
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oet: [ 2.18763116]
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oet: [-0.42334606]
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oet: [-0.88349298]
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hidden inputs: [-1.31499201 -1.71734368 -1.82131047 -1.67818275 -1.46283693 -1.78706941
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oet: [-0.27690651]
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final inputs: [ 0.12555198]
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oet: [ 0.30742642]
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hidden Outputs: [ 0.39923907 0.30477115 0.30620591 0.25292275 0.32718561 0.40603361
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oet: [ 0.03131366]
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hidden Outputs: [ 0.14466516 0.14164974 0.22510977 0.1886631 0.14830507 0.12168096
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final inputs: [-0.01125152]
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oet: [ 0.26229907]
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hidden Outputs: [ 0.08554942 0.13335662 0.14295191 0.25226569 0.12716266 0.07171846
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oet: [ 1.2085263]
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hidden Outputs: [ 0.28031378 0.22819506 0.2663832 0.18474303 0.23196728 0.27450669
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oet: [-0.39443564]
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oet: [ 0.11437795]
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oet: [-0.69267472]
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oet: [ 0.68144298]
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hidden inputs: [-1.92029969 -1.66202109 -1.5651696 -1.39889006 -1.13438621 -1.32608571
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final inputs: [ 0.03355743]
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oet: [ 0.99483102]
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oet: [-0.56868732]
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hidden inputs: [-2.42047411 -2.25899084 -1.84091879 -1.0759584 -1.48751553 -2.00303192
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final inputs: [ 0.0934624]
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oet: [ 0.79709966]
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hidden Outputs: [ 0.08185047 0.07712963 0.11962677 0.12180271 0.20935599 0.0735173
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final inputs: [ 0.21335565]
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oet: [ 0.59451056]
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hidden Outputs: [ 0.08945228 0.15219222 0.21584758 0.33646836 0.30690844 0.13716332
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final inputs: [ 0.2946027]
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oet: [-0.26959045]
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hidden inputs: [-1.3706839 -2.43786653 -2.13511009 -1.33281101 -2.17694226 -2.34353271
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hidden Outputs: [ 0.20250937 0.08033039 0.10573085 0.20869477 0.10184028 0.0875812
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final inputs: [ 0.03584153]
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oet: [-1.00869242]
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hidden inputs: [-0.85404709 -0.82175431 -0.69747775 -1.16908739 -1.00850845 -0.50980673
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hidden Outputs: [ 0.29858458 0.3053914 0.33237168 0.23701998 0.26727185 0.37523883
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final inputs: [-0.26182692]
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oet: [-0.77718065]
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oet: [-0.70412462]
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oet: [ 1.74505691]
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oet: [-0.18003286]
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oet: [-0.33544416]
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oet: [ 0.17244504]
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oet: [-0.84937954]
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final inputs: [-0.15959004]
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oet: [ 0.88476041]
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hidden inputs: [-1.69851136 -1.3696914 -0.70623681 -0.80687966 -1.47119434 -1.40429949
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hidden Outputs: [ 0.15465979 0.20266971 0.3304309 0.30855582 0.18676115 0.19713473
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final inputs: [ 0.0382754]
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oet: [ 0.17418075]
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hidden inputs: [-0.39578389 -0.48161374 -0.72764027 -0.91567254 -0.66731766 -0.65615992
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hidden Outputs: [ 0.40232573 0.38187114 0.32571277 0.28584046 0.33909772 0.34160276
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oet: [-0.48036661]
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oet: [ 0.64041792]
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oet: [ 0.44935628]
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oet: [ 0.23334812]
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hidden inputs: [-0.98536882 -1.2120082 -1.37431081 -0.9669203 -0.98233693 -1.40647124
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final inputs: [-0.05231459]
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oet: [ 0.41913632]
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oet: [ 2.55048806]
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hidden inputs: [-1.88715587 -1.44609475 -0.9506134 -1.47600693 -1.76790536 -2.16675606
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oet: [ 0.12660938]
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hidden Outputs: [ 0.16493341 0.09293964 0.08043388 0.08696272 0.18626582 0.04101165
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oet: [ 0.27513189]
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hidden Outputs: [ 0.10406699 0.11453057 0.19666484 0.21363726 0.26273291 0.08657593
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oet: [-0.57834221]
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hidden inputs: [-2.013886 -2.0914787 -2.40044144 -1.61440126 -1.95715349 -2.03223711
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hidden Outputs: [ 0.11775267 0.10992781 0.08313904 0.16597845 0.12377544 0.11585956
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final inputs: [-0.00408807]
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oet: [-0.83644948]
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hidden inputs: [-1.0143294 -1.63728148 -1.00195527 -1.65591279 -0.80436926 -0.99918274
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hidden Outputs: [ 0.26613344 0.16283531 0.26855717 0.16031142 0.30909167 0.26910214
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final inputs: [-0.10725204]
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oet: [ 1.15769272]
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oet: [-0.31234815]
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...,
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hidden inputs: [-2.38745594 -2.10097717 -1.68927564 -0.80622386 -1.31576295 -1.71568809
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hidden Outputs: [ 0.08413426 0.10900188 0.15587112 0.30869575 0.21152409 0.1524274
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final inputs: [ 0.23982964]
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oet: [-0.31956545]
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hidden inputs: [ 0.46296942 -0.54695707 -0.27502712 -1.34756204 -0.71547364 -0.38394134
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hidden Outputs: [ 0.61371837 0.36657068 0.43167336 0.20626923 0.3283905 0.40517665
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oet: [-0.33579097]
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hidden inputs: [ 0.03299114 -0.58744441 -0.68205624 -1.09925663 -0.81405152 -0.156799
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hidden Outputs: [ 0.50824704 0.35722144 0.33580253 0.2498792 0.30702781 0.46088037
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final inputs: [-0.29206589]
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oet: [-0.06883578]
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hidden inputs: [-2.25239633 -2.12508531 -1.2263949 -0.78990457 -1.46346533 -2.11634293
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hidden Outputs: [ 0.09514296 0.10668246 0.22681302 0.31218916 0.18793788 0.10751849
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final inputs: [ 0.16129244]
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oet: [ 1.26403605]
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hidden inputs: [-1.32616911 -2.40983732 -1.73856318 -1.34792075 -1.68808263 -2.1536855
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hidden Outputs: [ 0.20979375 0.08242562 0.14949553 0.20621051 0.15602816 0.10398733
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final inputs: [ 0.03724519]
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oet: [-1.05420053]
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hidden inputs: [-1.25143898 -1.25841565 -0.98398484 -0.80177661 -0.96362281 -1.02644494
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hidden Outputs: [ 0.22245114 0.22124675 0.27210182 0.30964561 0.27615343 0.26377391
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final inputs: [ 0.00054664]
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oet: [-0.2622133]
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hidden inputs: [-0.79295636 -0.62110892 -1.03409421 -1.1140801 -0.41458601 -0.40466949
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hidden Outputs: [ 0.31153423 0.34952929 0.26229113 0.24711101 0.39781299 0.40019096
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final inputs: [-0.1560071]
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oet: [ 0.1258888]
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hidden inputs: [-0.84517257 -1.25395711 -1.24965401 -1.49494545 -0.79931304 -0.76418401
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hidden Outputs: [ 0.3004465 0.2220159 0.22276004 0.1831806 0.31017248 0.31773856
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final inputs: [-0.26212809]
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oet: [ 0.57381926]
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hidden Outputs: [ 0.36274924 0.40329323 0.38506877 0.37841991 0.43932459 0.46388583
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oet: [-0.73946489]
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hidden inputs: [-1.19475054 -1.18560911 -0.66822412 -0.65585965 -1.11007179 -0.96745874
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oet: [-0.96633958]
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oet: [-0.7667976]
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hidden inputs: [-2.23073634 -2.20875218 -1.37899721 -1.29532124 -1.42304797 -2.00482261
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final inputs: [ 0.10090163]
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oet: [ 0.96056515]
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oet: [-0.2468201]
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oet: [ 0.3899139]
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hidden Outputs: [ 0.12342479 0.10641033 0.14462447 0.12632544 0.14103102 0.11283063
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oet: [ 1.42842558]
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oet: [-0.00825055]
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hidden inputs: [ 0.02080041 -0.34379232 -0.96190942 -1.14376922 -0.60154988 -0.29917025
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hidden Outputs: [ 0.50519991 0.41488857 0.27649606 0.241629 0.35398919 0.42576033
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final inputs: [-0.3754994]
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oet: [-0.63594288]
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oet: [ 1.36160519]
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hidden inputs: [-1.69102507 -2.02798034 -1.61788081 -1.62962107 -1.35916293 -1.90571873
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oet: [ 0.34797939]
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hidden Outputs: [ 0.11601579 0.14833659 0.24068546 0.21178429 0.19615332 0.14201138
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oet: [-0.96414141]
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hidden inputs: [-1.94607395 -2.21320979 -2.18013654 -1.15913326 -1.91761438 -1.77163021
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hidden Outputs: [ 0.12498208 0.0985705 0.10154847 0.23882481 0.12812783 0.14533971
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oet: [ 1.7448066]
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hidden inputs: [-1.72882288 -1.46859043 -2.07264232 -1.73567584 -2.26351502 -2.12843832
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final inputs: [-0.08989264]
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oet: [ 0.09836572]
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final inputs: [-0.21683972]
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oet: [-0.72293284]
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hidden Outputs: [ 0.15431605 0.16332219 0.13706837 0.15135517 0.14544319 0.119629
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final inputs: [-0.06562379]
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oet: [ 2.62664183]
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hidden Outputs: [ 0.16945695 0.15600414 0.14820241 0.13843879 0.25057237 0.18683119
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final inputs: [-0.04730374]
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oet: [ 1.08120525]
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hidden inputs: [-1.41674827 -1.47775157 -1.08970724 -1.19141857 -1.88521999 -1.41220185
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hidden Outputs: [ 0.19517186 0.18576727 0.25167341 0.23300532 0.13179044 0.195887
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final inputs: [-0.0907297]
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oet: [-0.64505978]
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hidden inputs: [-1.67109058 -1.29720644 -1.39033783 -1.06427662 -1.07893827 -1.34440286
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hidden Outputs: [ 0.15827883 0.21463554 0.19935383 0.25649304 0.25370699 0.20678694
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final inputs: [ 0.0193764]
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oet: [ 0.01666197]
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oet: [ 0.26253054]
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oet: [-0.89744973]
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oet: [ 0.23648869]
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hidden inputs: [-1.66841763 -1.0685908 -0.99223756 -1.62492441 -0.67598749 -1.20025735
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oet: [ 1.26143997]
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final inputs: [-0.10831242]
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oet: [ 0.85553501]
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hidden inputs: [-1.28310907 -1.15192914 -1.01642126 -1.62907516 -1.03551414 -1.80461003
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hidden Outputs: [ 0.21702146 0.24013689 0.26572508 0.16395709 0.26201647 0.14129081
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final inputs: [-0.01888321]
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oet: [ 0.18172186]
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hidden inputs: [-0.56206653 -0.68460195 -0.84089408 -1.05335389 -0.80541541 -0.36641559
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hidden Outputs: [ 0.36306944 0.33523497 0.30134651 0.25858158 0.3088683 0.40940742
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final inputs: [-0.11706938]
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oet: [ 0.05938579]
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hidden inputs: [-1.53582853 -1.99980306 -2.25986693 -1.90034593 -1.52275096 -1.98669103
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hidden Outputs: [ 0.1771425 0.1192236 0.09450175 0.13006933 0.17905678 0.12060738
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final inputs: [-0.01461151]
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oet: [-0.99131772]
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hidden inputs: [-2.02315118 -1.5731084 -1.62473053 -1.52956209 -1.52070129 -1.76188229
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hidden Outputs: [ 0.11679355 0.17177372 0.1645535 0.17805777 0.17935827 0.14655475
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final inputs: [-0.02217763]
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oet: [-0.51514184]
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oet: [-0.35946258]
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hidden inputs: [-1.3207804 -1.79915316 -1.73514739 -1.26452626 -1.83963747 -2.1386452
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oet: [-0.91415919]
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hidden inputs: [-1.17098132 -1.33373926 -1.11952998 -1.12753974 -1.40334808 -1.16188291
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hidden Outputs: [ 0.23667765 0.20854152 0.24609848 0.24461542 0.19728536 0.23832532
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final inputs: [-0.05549037]
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oet: [ 2.39047311]
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hidden inputs: [-1.04575116 -1.15335541 -0.96313939 -1.34868819 -1.54392144 -1.25390658
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hidden Outputs: [ 0.26004183 0.23987674 0.27625008 0.20608492 0.17596594 0.22202462
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final inputs: [-0.13772612]
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oet: [ 1.57959378]
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hidden inputs: [-1.54662732 -1.48194099 -0.8909045 -1.19441421 -1.50500034 -1.288618
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final inputs: [-0.03206295]
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oet: [-0.26268205]
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hidden inputs: [-0.3070098 -0.88132567 -0.71124809 -1.06499773 -0.91011145 -0.36210563
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final inputs: [-0.33955858]
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oet: [-0.2584045]
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hidden Outputs: [ 0.22243663 0.15003413 0.09863992 0.19373336 0.21197878 0.16041869
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final inputs: [-0.06293417]
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oet: [-0.94850812]
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hidden inputs: [-0.74325937 -0.97191658 -0.57410651 -1.64584833 -1.38752274 -1.50088271
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hidden Outputs: [ 0.32229182 0.27449865 0.36028981 0.16167085 0.19980353 0.18229391
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final inputs: [-0.1407974]
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oet: [-0.34690456]
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hidden inputs: [-2.81389471 -2.06804761 -1.57250743 -1.36768746 -2.04474007 -2.18749507
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hidden Outputs: [ 0.05657793 0.11224143 0.17185923 0.20299373 0.11458495 0.10087907
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final inputs: [ 0.1201457]
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oet: [ 1.60288781]
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hidden inputs: [-1.5435317 -1.56985375 -1.48712195 -1.55451558 -2.23741049 -1.6869277
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hidden Outputs: [ 0.17602246 0.17223724 0.1843541 0.17443503 0.09644096 0.15618031
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final inputs: [-0.09742081]
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oet: [-0.77999427]
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hidden inputs: [-1.99569487 -2.21150886 -1.36795043 -1.05981282 -2.05121395 -2.26638467
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hidden Outputs: [ 0.11965567 0.09872174 0.20295119 0.25734523 0.11392978 0.0939455
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final inputs: [ 0.05697252]
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oet: [-1.04636258]
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hidden inputs: [-1.64379101 -1.30621745 -0.71641119 -0.7165722 -0.95977215 -1.61638109
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final inputs: [ 0.11738265]
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oet: [ 1.46231141]
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hidden Outputs: [ 0.31452161 0.22988048 0.21003094 0.22676191 0.36616965 0.15948157
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final inputs: [-0.03558771]
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oet: [ 0.70011446]
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hidden inputs: [-1.79587654 -1.57763389 -1.14031739 -1.83952874 -0.97403442 -1.67606755
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hidden Outputs: [ 0.14235375 0.17113084 0.24226209 0.13710704 0.27407709 0.15761689
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final inputs: [ 0.04543088]
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oet: [-0.99622954]
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hidden Outputs: [ 0.39593215 0.29993691 0.36782404 0.29646284 0.19746093 0.43136666
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final inputs: [-0.19150238]
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oet: [-0.53326099]
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hidden inputs: [-2.3562186 -2.09635728 -1.22878757 -0.96062147 -2.21060963 -2.47373658
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hidden Outputs: [ 0.08657275 0.10945138 0.2263937 0.27675378 0.09880178 0.07771998
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final inputs: [ 0.22175393]
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oet: [ 1.85962823]
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hidden inputs: [-1.41351877 -0.73362535 -0.5128726 -1.39870148 -0.67689905 -1.48824855
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hidden Outputs: [ 0.19567965 0.32439967 0.37452036 0.19802225 0.33695375 0.18418476
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final inputs: [ 0.03698]
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oet: [-0.11120276]
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hidden inputs: [-2.07835313 -1.16854003 -1.12766404 -0.71555787 -1.52922168 -1.37634064
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hidden Outputs: [ 0.11121865 0.23711898 0.24459245 0.32837192 0.17810759 0.20159735
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final inputs: [ 0.00351402]
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oet: [-0.72276433]
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hidden inputs: [-0.88462069 -0.835317 -1.43860992 -1.29077195 -1.23926676 -1.26574275
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hidden Outputs: [ 0.29222117 0.30252199 0.1917607 0.21572218 0.22456364 0.21998689
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final inputs: [-0.17175522]
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oet: [-0.75147817]
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hidden inputs: [-1.89025368 -0.91907781 -1.43299324 -0.99294979 -1.70877012 -0.93165983
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hidden Outputs: [ 0.13121555 0.28514583 0.19263273 0.27032983 0.15332331 0.28258809
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final inputs: [-0.20548755]
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oet: [-0.29324052]
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hidden inputs: [-0.33140838 -0.38292503 -0.96743422 -1.53912937 -0.56099139 -0.96154803
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hidden Outputs: [ 0.41789798 0.40542161 0.27539221 0.17666187 0.3633181 0.27656836
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final inputs: [-0.33878943]
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oet: [-0.22609531]
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hidden inputs: [-2.6202588 -1.83231103 -1.98919813 -1.04027259 -1.8890484 -2.56522778
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hidden Outputs: [ 0.06784592 0.13796319 0.12034172 0.2610974 0.13135301 0.07141011
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final inputs: [ 0.20219309]
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oet: [ 1.89021518]
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hidden inputs: [-0.04624437 -0.79151401 -0.35512293 -1.11780815 -1.33171707 -0.26490792
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hidden Outputs: [ 0.48844097 0.31184367 0.41214068 0.24641808 0.20887548 0.43415762
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final inputs: [-0.33747312]
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oet: [-0.40934247]
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hidden inputs: [-0.93475609 -1.12691352 -1.50484155 -1.20612008 -1.33342607 -1.42288699
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hidden Outputs: [ 0.2819608 0.24473115 0.18170453 0.23038828 0.20859322 0.19420939
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final inputs: [-0.04328471]
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oet: [-0.6759656]
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hidden inputs: [-0.8242159 -1.93177612 -2.09955392 -1.48449659 -1.50724649 -1.61849516
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hidden Outputs: [ 0.30486948 0.12655412 0.10914019 0.1847492 0.18134722 0.16541251
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final inputs: [-0.02037849]
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oet: [-1.00208991]
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hidden inputs: [-1.06008187 -1.05468719 -1.30454083 -0.91972076 -1.07383988 -0.79803215
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hidden Outputs: [ 0.25729381 0.25832605 0.21340179 0.28501479 0.25467353 0.31044662
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final inputs: [-0.2027284]
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oet: [-0.74255721]
Progress: 5.5% ... Training loss: 0.824 ... Validation loss: 1.326[-0.19909126]
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hidden inputs: [-0.93093371 -0.77374098 -0.37323292 -0.91683357 -0.11645889 -0.68715586
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hidden Outputs: [ 0.28273532 0.31567041 0.40776007 0.28560351 0.47091814 0.33466607
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final inputs: [-0.19909126]
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oet: [-0.57528962]
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hidden inputs: [-1.04529637 -0.96341644 -1.24502166 -1.22866287 -0.98396383 -0.82105369
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oet: [-0.20574069]
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hidden inputs: [-1.29507324 -1.5148466 -1.8967481 -1.31402037 -1.40131841 -1.8711807
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hidden Outputs: [ 0.21499535 0.18022164 0.13047697 0.21181487 0.19760698 0.13340517
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oet: [-0.98804744]
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hidden inputs: [-2.14479852 -2.13723446 -1.88410958 -1.73726433 -1.4666261 -2.09309567
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hidden Outputs: [ 0.10481828 0.10553015 0.13191755 0.14966075 0.18745597 0.1097697
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final inputs: [ 0.10351494]
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oet: [ 0.34048957]
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hidden inputs: [-1.29725091 -1.02083442 -1.0964629 -1.477226 -0.66367775 -0.72946034
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hidden Outputs: [ 0.21462805 0.2648649 0.25040323 0.18584678 0.33991394 0.32531316
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final inputs: [-0.05963103]
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oet: [ 3.97134779]
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hidden inputs: [-1.40569299 -1.9839963 -1.44800909 -1.65586511 -1.13312558 -1.62489663
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hidden Outputs: [ 0.19691427 0.12089347 0.19030816 0.16031784 0.24358475 0.16453067
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final inputs: [ 0.00062593]
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oet: [ 1.61214647]
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hidden inputs: [-1.5916373 -1.55579465 -1.47444002 -1.39043761 -1.52097238 -1.63060527
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hidden Outputs: [ 0.16915367 0.17425092 0.18626869 0.1993379 0.17931838 0.16374746
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final inputs: [-0.00954754]
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oet: [-0.59944166]
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hidden inputs: [-1.51518806 -1.60569011 -0.84173225 -0.9012023 -1.26904174 -1.59979069
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hidden Outputs: [ 0.1801712 0.16718785 0.30117008 0.28880349 0.21942133 0.16801087
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final inputs: [ 0.06177084]
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oet: [-1.03462173]
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hidden inputs: [-0.27652569 -0.55569474 -0.8125283 -1.3340312 -0.29252629 -0.45617734
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hidden Outputs: [ 0.43130575 0.3645442 0.30735199 0.20849334 0.4273855 0.38789306
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final inputs: [-0.39888131]
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oet: [ 0.40184134]
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hidden inputs: [-1.20254398 -2.00368107 -1.67137354 -0.96279152 -1.47187959 -1.57490347
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hidden Outputs: [ 0.23102297 0.11881697 0.15824114 0.27631963 0.18665709 0.17151849
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final inputs: [-0.00307013]
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oet: [ 0.05013461]
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hidden inputs: [ 0.01919492 -0.24194426 -0.1973121 -0.31233114 -0.53662761 0.47628529
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hidden Outputs: [ 0.50479858 0.43980727 0.45083139 0.42254584 0.36897243 0.61687032
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final inputs: [-0.42941004]
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oet: [-0.4497189]
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oet: [-0.38548554]
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hidden inputs: [-1.86228499 -1.25958746 -1.40649066 -1.81940871 -1.93088051 -2.14392295
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oet: [-0.52663376]
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hidden Outputs: [ 0.21108518 0.23244038 0.29882388 0.22849188 0.36940743 0.20907555
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final inputs: [ 0.01538955]
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oet: [ 0.43964107]
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hidden inputs: [-1.58976642 -1.16255949 -0.94062702 -0.91846985 -0.82628132 -1.01881304
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oet: [ 0.21336383]
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hidden inputs: [-2.2075229 -2.75608441 -2.03000682 -1.24637167 -1.870605 -2.6505256
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oet: [ 3.4737663]
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hidden Outputs: [ 0.0839394 0.12796373 0.10390155 0.19230928 0.13637943 0.10342094
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final inputs: [ 0.03670024]
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oet: [-0.94339446]
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hidden inputs: [-2.18627563 -2.22683371 -1.52957771 -1.06732127 -1.25440305 -2.84645501
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hidden Outputs: [ 0.10098973 0.09736656 0.17805548 0.25591284 0.22193888 0.05486485
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final inputs: [ 0.25816603]
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oet: [ 0.97971855]
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hidden inputs: [-2.23672404 -2.46632328 -2.18860297 -1.2040959 -1.37078603 -2.61643336
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hidden Outputs: [ 0.09650079 0.07825302 0.10077863 0.23074738 0.20249288 0.06808826
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final inputs: [ 0.19524418]
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oet: [ 1.48919795]
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hidden inputs: [-1.40098921 -2.07028692 -1.72437519 -1.26842195 -1.18060404 -1.53829677
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hidden Outputs: [ 0.19765918 0.1120185 0.15130847 0.21952751 0.23494361 0.17678301
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final inputs: [ 0.00938929]
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oet: [ 0.66065051]
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oet: [-0.26432011]
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final inputs: [-0.10583151]
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oet: [-0.47007935]
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hidden inputs: [-1.47212179 -1.62930037 -1.9884757 -1.58692999 -1.45028408 -1.51321919
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hidden Outputs: [ 0.18662033 0.16392623 0.12041822 0.16981626 0.18995785 0.1804622
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final inputs: [-0.04486548]
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oet: [-0.67989789]
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hidden inputs: [-1.90415376 -1.30260375 -1.70331077 -1.53843287 -2.26993616 -1.64100137
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hidden Outputs: [ 0.12963907 0.21372714 0.15403335 0.1767632 0.09364363 0.16232885
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final inputs: [-0.12947508]
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oet: [-0.63939274]
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hidden inputs: [-1.25741912 -0.90551124 -0.73430415 -0.24586498 -0.78736378 -0.06139303
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final inputs: [-0.00271303]
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oet: [ 0.56800477]
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hidden inputs: [-0.20033186 -0.29633493 -0.43260924 -1.04177573 -0.5058998 0.19925714
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final inputs: [-0.45791094]
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oet: [ 0.47189708]
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hidden Outputs: [ 0.20733195 0.17185611 0.22705047 0.13033973 0.24684419 0.12274233
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final inputs: [ 0.12890471]
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oet: [ 3.46856786]
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hidden inputs: [-0.38825263 -0.80948719 -0.75251759 -1.2873211 -1.73815001 -1.20642526
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hidden Outputs: [ 0.40413802 0.30799978 0.32027298 0.21630659 0.14954807 0.23033417
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final inputs: [-0.22788729]
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oet: [-0.80560722]
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hidden inputs: [-1.73455374 -1.04427026 -0.90985124 -1.45286103 -1.43370704 -1.47276786
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hidden Outputs: [ 0.15000603 0.26032688 0.28703028 0.18956164 0.19252174 0.18652228
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final inputs: [-0.13939922]
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oet: [-0.52472054]
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hidden inputs: [-1.67726093 -1.38668488 -1.30059004 -1.56753415 -1.76902295 -1.48505193
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hidden Outputs: [ 0.15745851 0.19993752 0.21406573 0.1725682 0.14566388 0.18466557
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final inputs: [-0.05723371]
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oet: [-0.63445132]
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hidden inputs: [-1.81289162 -2.28982695 -1.99562104 -1.62121418 -1.52701228 -2.82370127
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hidden Outputs: [ 0.14028901 0.091969 0.11966345 0.16503749 0.17843125 0.05605676
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final inputs: [ 0.12786606]
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oet: [ 1.3636191]
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...,
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hidden inputs: [-1.43782567 -2.44189481 -2.15149897 -1.70085743 -2.10675818 -2.4591385
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hidden Outputs: [ 0.19188228 0.08003329 0.10419123 0.15435331 0.10844169 0.07877283
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final inputs: [ 0.01373093]
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oet: [-1.03619933]
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hidden inputs: [-1.73402441 -1.09342991 -0.89668379 -1.095025 -0.9454126 -1.25179475
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hidden Outputs: [ 0.15007354 0.25097295 0.28973246 0.25067322 0.27980832 0.22238961
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final inputs: [-0.16213384]
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oet: [-0.87136067]
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hidden inputs: [-1.50056015 -1.06246071 -1.48189525 -1.36347937 -0.67791088 -1.19673278
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hidden Outputs: [ 0.18234199 0.25683949 0.18514132 0.2036754 0.33672773 0.23205695
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final inputs: [-0.06791878]
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oet: [ 0.87027194]
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hidden inputs: [-0.5731115 -0.10672152 -0.43165883 -1.18289532 -0.88233667 -0.34955576
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hidden Outputs: [ 0.36051917 0.47334491 0.39373029 0.23453201 0.2926938 0.41349015
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final inputs: [-0.46480059]
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oet: [-0.55215475]
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hidden inputs: [-0.66535118 -0.68692475 -0.80761784 -1.43817466 -0.26928687 -1.15228632
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hidden Outputs: [ 0.33953857 0.33471753 0.30839835 0.19182817 0.43308217 0.24007172
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final inputs: [-0.03424053]
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oet: [ 0.43965365]
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hidden inputs: [-0.60604207 -1.08334946 -1.15087727 -1.06014605 -0.81493925 -0.57070017
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hidden Outputs: [ 0.35296258 0.25287269 0.24032888 0.25728154 0.30683897 0.36107528
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final inputs: [-0.1570692]
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oet: [-0.77167724]
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hidden inputs: [-2.35443282 -1.30356392 -0.86568916 -1.03167334 -1.44367837 -1.41548972
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hidden Outputs: [ 0.08671407 0.21356583 0.29615209 0.26275982 0.19097638 0.19536963
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final inputs: [ 0.04171972]
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oet: [-0.5018564]
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hidden inputs: [-0.95230255 -0.8849847 -1.40968526 -1.65793597 -1.51544249 -0.85786227
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hidden Outputs: [ 0.278422 0.29214589 0.1962837 0.16003926 0.18013362 0.29778617
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final inputs: [-0.26951896]
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oet: [ 0.45992289]
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...,
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hidden Outputs: [ 0.12503627 0.16512131 0.11790528 0.1478241 0.12539702 0.13004813
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oet: [ 0.0590397]
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hidden inputs: [-0.71298913 -1.12384805 -1.07270798 -1.88198655 -1.02915215 -0.91671985
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hidden Outputs: [ 0.32893869 0.24529821 0.25488844 0.13216086 0.26324851 0.28562672
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oet: [-0.74090074]
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hidden inputs: [-1.95204657 -1.88783719 -1.03633234 -1.45560611 -1.66095432 -1.45740346
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hidden Outputs: [ 0.12433037 0.13149127 0.26185829 0.18914028 0.15963393 0.18886478
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final inputs: [-0.07496991]
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oet: [ 0.48038303]
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hidden inputs: [-1.14854498 -1.13293307 -1.82893445 -1.02953041 -0.8273002 -1.26071276
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hidden Outputs: [ 0.24075495 0.24362022 0.13836526 0.26317515 0.30421623 0.22085122
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final inputs: [-0.17183973]
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oet: [ 0.80328815]
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hidden inputs: [-2.04235985 -1.73100799 -1.91024336 -1.6822434 -2.1906885 -2.42468367
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hidden Outputs: [ 0.11482666 0.15045869 0.12895351 0.15679863 0.10058979 0.08130971
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final inputs: [-0.00088739]
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oet: [-0.00166564]
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hidden Outputs: [ 0.07091432 0.09407175 0.13901147 0.16692261 0.20467402 0.08128725
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final inputs: [ 0.16200244]
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oet: [ 0.32610652]
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hidden inputs: [-1.55949811 -2.45045619 -1.96921311 -1.34568153 -1.94336224 -2.10290093
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hidden Outputs: [ 0.17371868 0.0794052 0.12247343 0.20657728 0.12527894 0.10881519
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final inputs: [ 0.02496701]
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oet: [-0.96473957]
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hidden inputs: [-1.92453532 -1.3774879 -1.32026222 -1.42790453 -2.10711399 -2.0310068
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hidden Outputs: [ 0.12735667 0.20141276 0.21077467 0.19342539 0.1084073 0.11598565
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final inputs: [ 0.00935829]
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oet: [-0.94913085]
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hidden inputs: [-1.15523362 -1.41659183 -1.32234832 -1.53134474 -1.45954169 -1.50787689
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hidden Outputs: [ 0.23953444 0.19519643 0.21042786 0.17779702 0.18853743 0.18125365
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final inputs: [-0.02870058]
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oet: [-0.98825476]
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hidden Outputs: [ 0.32836841 0.24601945 0.19684485 0.23988035 0.24703374 0.34125166
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oet: [-0.38523298]
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hidden inputs: [-0.07750781 -0.11108203 -0.95084669 -0.75927143 -0.15798598 -0.38675696
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hidden Outputs: [ 0.48063274 0.47225801 0.27871458 0.31880447 0.46058545 0.40449824
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oet: [-0.31103039]
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hidden inputs: [-2.40606319 -2.11727596 -1.60732838 -1.29780709 -1.98328747 -2.55727083
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hidden Outputs: [ 0.08271151 0.10742899 0.16695986 0.21453431 0.12096883 0.07193954
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final inputs: [ 0.10043493]
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oet: [-0.2353013]
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hidden inputs: [-0.62030744 -1.44092609 -1.59101194 -1.56474882 -1.08801795 -1.14512032
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hidden Outputs: [ 0.34971153 0.19140198 0.16924157 0.17296628 0.2519917 0.2413815
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final inputs: [-0.08613418]
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oet: [-0.94736033]
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hidden inputs: [-1.29757088 -1.44221766 -1.68962248 -1.03771228 -1.4007177 -0.84770971
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hidden Outputs: [ 0.21457412 0.19120217 0.15582549 0.26159165 0.19770225 0.29991352
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final inputs: [-0.14970527]
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oet: [-0.56954505]
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hidden inputs: [-1.21143569 -1.34018366 -1.4807735 -1.18093078 -1.02920511 -1.09559214
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hidden Outputs: [ 0.22944712 0.20747986 0.18531062 0.23488488 0.26323824 0.25056671
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final inputs: [-0.11798828]
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oet: [ 1.82448263]
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hidden inputs: [-2.49031983 -1.99060885 -1.67991219 -1.10101352 -1.33159803 -2.22027618
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hidden Outputs: [ 0.07653959 0.12019246 0.1571071 0.24955004 0.20889516 0.0979444
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final inputs: [ 0.21277822]
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oet: [ 1.03613248]
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hidden inputs: [-1.70760583 -1.31716707 -0.52494818 -0.72215539 -1.41411102 -1.18635939
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hidden Outputs: [ 0.15347451 0.21129001 0.37169591 0.32691853 0.19558645 0.23391069
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final inputs: [-0.09990744]
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oet: [-0.93358707]
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hidden inputs: [-1.27103328 -0.88082285 -0.56708061 -1.60903261 -0.50090762 -1.07079455
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hidden Outputs: [ 0.21908042 0.29300729 0.36191073 0.16672297 0.3773274 0.25525201
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final inputs: [-0.12854602]
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oet: [ 0.27484551]
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hidden inputs: [-1.94411617 -2.30640954 -2.33349213 -1.55797705 -1.63816787 -2.18265807
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hidden Outputs: [ 0.12519635 0.09059352 0.08838688 0.17393712 0.16271451 0.10131865
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final inputs: [ 0.03367447]
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oet: [-1.02306453]
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hidden inputs: [-2.26201634 -2.35662538 -2.42897293 -1.88138871 -2.06744225 -2.50750778
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hidden Outputs: [ 0.09431799 0.08654059 0.08098988 0.13222944 0.11230177 0.07533353
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oet: [-1.03058306]
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hidden inputs: [-0.88969684 -0.77535552 -1.44827541 -1.31818473 -1.0363478 -0.8543304
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hidden Outputs: [ 0.29117239 0.31532174 0.19026712 0.21112047 0.2618553 0.29852525
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final inputs: [-0.27884964]
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oet: [-0.62233152]
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hidden inputs: [-2.81217578 -2.09233919 -1.62146514 -1.11189375 -1.46662346 -2.30475334
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hidden Outputs: [ 0.05666976 0.10984364 0.16500291 0.247518 0.18745637 0.09073006
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final inputs: [ 0.17244]
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oet: [ 1.51751518]
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hidden inputs: [-1.33594352 -1.47571572 -1.70839153 -0.94049264 -1.38858393 -1.58893835
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final inputs: [-0.06564295]
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oet: [-0.85207738]
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hidden inputs: [-2.91563349 -1.83527636 -1.74739222 -1.69373353 -1.08523276 -2.30093638
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hidden Outputs: [ 0.05138613 0.13761091 0.14837642 0.15528548 0.25251704 0.09104544
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final inputs: [ 0.24341434]
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oet: [ 0.92280051]
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hidden inputs: [-1.64393896 -1.10692075 -1.0295246 -1.33940937 -0.77377758 -1.5078064
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hidden Outputs: [ 0.1619298 0.2484454 0.26317628 0.2076072 0.31566251 0.18126411
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final inputs: [-0.00733231]
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oet: [-0.09996878]
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hidden inputs: [-0.74882496 -0.85904267 -1.04316845 -1.25880839 -0.6628371 -0.97301147
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hidden Outputs: [ 0.32107739 0.2975394 0.2605391 0.22117909 0.34010259 0.27428066
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final inputs: [-0.12913082]
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oet: [-0.31997975]
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hidden inputs: [-1.98215468 -1.22124602 -1.49797086 -1.49490935 -1.01286235 -1.68131763
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hidden Outputs: [ 0.12108933 0.22771725 0.18272836 0.183186 0.26642006 0.15692107
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final inputs: [-0.02101426]
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oet: [-0.19654795]
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hidden inputs: [-0.92946032 -1.36315933 -1.38943518 -1.22822495 -1.30845754 -1.27884838
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hidden Outputs: [ 0.28303422 0.20372731 0.19949794 0.22649225 0.21274507 0.21774632
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final inputs: [-0.01267758]
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oet: [-0.90504276]
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hidden Outputs: [ 0.15196071 0.35074959 0.30088147 0.25460538 0.18727 0.24206591
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oet: [-0.77798147]
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hidden inputs: [-2.24448085 -1.39488232 -0.71751979 -0.8944192 -1.4112636 -1.67182938
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oet: [-0.76008232]
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hidden inputs: [-1.90505331 -1.41921703 -1.24960851 -0.90992225 -1.20027963 -2.22067883
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hidden Outputs: [ 0.12953761 0.19478436 0.22276791 0.28701575 0.23142548 0.09790883
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final inputs: [ 0.19932409]
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oet: [-0.63189549]
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hidden inputs: [-1.39592427 -1.32731255 -0.94074803 -1.21873847 -0.85376172 -1.65633017
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hidden Outputs: [ 0.19846366 0.20960425 0.28074927 0.22815853 0.29864435 0.16025524
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final inputs: [ 0.1604035]
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oet: [ 2.053292]
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hidden inputs: [-2.45366332 -1.81400694 -1.94176071 -1.25846946 -1.75156319 -1.75689347
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hidden Outputs: [ 0.07917107 0.14015455 0.12545455 0.22123748 0.14785014 0.14717984
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final inputs: [ 0.04020309]
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oet: [-0.14750418]
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hidden inputs: [-1.32172675 -1.5428639 -1.79902925 -1.35552564 -1.31915577 -1.63029571
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hidden Outputs: [ 0.21053115 0.17611933 0.14196927 0.20496847 0.21095879 0.16378986
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final inputs: [-0.09180895]
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oet: [-0.35730162]
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hidden inputs: [-1.38356897 -1.03331059 -1.10353694 -1.36878751 -1.38868383 -1.35781724
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hidden Outputs: [ 0.20043642 0.26244278 0.24907776 0.20281581 0.19961796 0.20459529
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final inputs: [-0.16565614]
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oet: [-0.82373392]
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hidden inputs: [-0.75093222 -0.73394007 -0.65433841 -1.06885872 -0.74035535 -1.36736948
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hidden Outputs: [ 0.32061821 0.3243307 0.34201255 0.25562018 0.32292644 0.20304518
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final inputs: [-0.08261508]
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oet: [-0.46021744]
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hidden inputs: [-2.84627394 -2.44523568 -2.20556585 -1.41182607 -1.90220576 -2.39994381
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hidden Outputs: [ 0.05487424 0.07978765 0.09925179 0.1959462 0.12985903 0.08317698
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final inputs: [ 0.19866441]
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oet: [ 2.30722306]
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hidden inputs: [-1.42143098 -1.79092134 -2.19564559 -1.95741872 -2.53412994 -2.18482165
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hidden Outputs: [ 0.19443735 0.1429598 0.1001422 0.12374667 0.07349991 0.10112181
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final inputs: [-0.14001717]
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oet: [-0.26498895]
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hidden inputs: [-1.77848994 -1.12593397 -1.28995313 -1.46866244 -1.60538888 -1.27887526
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hidden Outputs: [ 0.1444897 0.24491225 0.21586074 0.187146 0.16722979 0.21774174
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oet: [ 0.10554191]
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hidden inputs: [-0.89616794 -1.29130145 -1.34543875 -1.36403252 -0.82737318 -1.24794492
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hidden Outputs: [ 0.28983862 0.21563261 0.20661708 0.20358569 0.30420078 0.22305609
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final inputs: [-0.11533459]
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oet: [-0.23454097]
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hidden inputs: [-1.93307968 -1.55369157 -1.42934272 -0.5422986 -1.00912152 -1.63466726
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hidden Outputs: [ 0.1264101 0.17455373 0.19320112 0.36765303 0.26715181 0.163192
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final inputs: [ 0.12454161]
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oet: [ 1.48271773]
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hidden inputs: [-2.24487664 -2.23000674 -1.96715759 -1.01453799 -1.28607585 -2.31998095
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hidden Outputs: [ 0.09579231 0.09708805 0.12269452 0.2660927 0.21651775 0.08948161
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final inputs: [ 0.29682506]
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oet: [ 0.03140528]
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hidden inputs: [-1.88981109 -2.05926522 -1.56358114 -1.0949937 -0.97555903 -1.73882768
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hidden Outputs: [ 0.13126601 0.11311953 0.17313338 0.2506791 0.27377386 0.1494619
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final inputs: [ 0.10545181]
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oet: [ 2.27363537]
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hidden inputs: [-1.48605469 -1.19081724 -0.44884989 -0.4587866 -0.94565818 -1.07033104
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hidden Outputs: [ 0.18451464 0.2331128 0.38963425 0.38727371 0.27975883 0.25534013
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final inputs: [ 0.12481631]
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oet: [-0.36443075]
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hidden inputs: [-1.7785023 -0.92853256 -0.76858024 -1.2638818 -0.94524094 -1.46204216
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hidden Outputs: [ 0.14448817 0.28322252 0.31678631 0.22030639 0.27984291 0.18815518
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final inputs: [-0.0706195]
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oet: [-0.92979668]
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hidden inputs: [-1.34169017 -1.34334889 -1.03627941 -0.86456976 -1.3490986 -1.05251966
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hidden Outputs: [ 0.20723225 0.20695987 0.26186852 0.29638548 0.20601778 0.25874155
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final inputs: [-0.09021166]
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oet: [-0.93225674]
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hidden inputs: [-2.000385 -1.98773557 -1.89293265 -1.67270187 -1.37165705 -2.49490751
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hidden Outputs: [ 0.11916251 0.12049663 0.13091045 0.15806428 0.20235226 0.07621595
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final inputs: [ 0.0900586]
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oet: [ 2.21735885]
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hidden Outputs: [ 0.14071392 0.09450941 0.09073554 0.16628684 0.10819134 0.11633342
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oet: [-0.79931506]
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oet: [-0.56302349]
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hidden inputs: [ -5.26111771e-01 -7.53694525e-01 -1.12669022e+00 -2.72268139e-01
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oet: [-0.76427222]
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hidden inputs: [-1.14967013 -0.85621378 -1.2039793 -1.67200259 -1.32091038 -1.81891658
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oet: [-0.62876721]
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hidden Outputs: [ 0.14370774 0.11493479 0.1669888 0.23271361 0.25099962 0.17404638
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final inputs: [ 0.0259617]
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oet: [ 0.7708784]
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hidden inputs: [-0.69864559 -1.01803576 -0.50908928 -1.71967842 -1.48362595 -1.53065872
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oet: [-0.81671757]
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hidden Outputs: [ 0.16221611 0.18577837 0.16504934 0.2980663 0.16261105 0.29340066
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final inputs: [ 0.04181061]
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oet: [ 0.23128917]
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hidden inputs: [-0.2496032 -0.32376217 -0.44292945 -0.66266117 -0.75051468 -0.05669769
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hidden Outputs: [ 0.43792117 0.41975915 0.39104316 0.34014207 0.32070916 0.48582937
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final inputs: [-0.46326369]
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oet: [-0.54817859]
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hidden inputs: [-1.44622982 -0.85242386 -1.19279799 -0.96331302 -1.3019213 -0.60692959
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hidden Outputs: [ 0.19058248 0.29892464 0.23275889 0.27621536 0.21384184 0.35275992
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final inputs: [-0.17762072]
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oet: [-0.71804739]
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hidden inputs: [-2.01224519 -1.11817715 -1.40328557 -0.70889491 -1.20554225 -1.50765551
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hidden Outputs: [ 0.11792324 0.24634956 0.19729526 0.32984307 0.23049075 0.18128651
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final inputs: [ 0.10723814]
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oet: [-0.46262676]
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hidden inputs: [-1.21016641 -0.87923541 -1.14700414 -1.21897342 -1.2613115 -0.50781171
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hidden Outputs: [ 0.22967161 0.29333625 0.24103672 0.22811716 0.22074821 0.37570665
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oet: [-0.35377192]
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hidden inputs: [-2.70073338 -1.63770131 -1.60641623 -1.45726816 -1.97273114 -1.71326854
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hidden Outputs: [ 0.06293009 0.16277809 0.16708677 0.18888551 0.12209584 0.15274025
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final inputs: [-0.0480173]
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oet: [ 0.23842123]
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hidden inputs: [-0.77117173 -1.13269309 -1.18947894 -1.23701858 -1.08574919 -1.14616261
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hidden Outputs: [ 0.31622569 0.24366444 0.23335214 0.22495537 0.25241958 0.2411907
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final inputs: [-0.28707335]
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oet: [-0.74642116]
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hidden inputs: [-1.38660844 -1.09463469 -1.30137476 -1.49680603 -1.1113242 -1.76596286
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final inputs: [ 0.01689042]
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oet: [-1.03384576]
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hidden inputs: [-1.81030873 -2.00365254 -2.53034393 -1.38486048 -1.79165049 -1.64386812
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hidden Outputs: [ 0.14060082 0.11881996 0.07375815 0.20022952 0.14287049 0.16193941
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final inputs: [ 0.02697356]
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oet: [-1.02738973]
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hidden inputs: [-1.06903585 -1.24717928 -0.4662632 -1.15311107 -0.76118244 -0.91650427
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hidden Outputs: [ 0.25558648 0.2231888 0.38550107 0.23992129 0.3183896 0.28567071
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final inputs: [-0.18356035]
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oet: [-0.83890805]
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hidden inputs: [-2.76070631 -2.32832074 -1.64642545 -0.98054361 -1.46245916 -2.52926463
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hidden Outputs: [ 0.05948484 0.08880445 0.16159264 0.27278393 0.18809149 0.07383192
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final inputs: [ 0.27581035]
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oet: [ 1.3424751]
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hidden inputs: [-1.86302332 -1.335386 -1.53067774 -1.28833057 -1.89474778 -1.77404799
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hidden Outputs: [ 0.13435105 0.20826985 0.17789455 0.21613551 0.13070408 0.14503964
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final inputs: [-0.04572572]
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oet: [-0.67352459]
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hidden inputs: [-2.00458784 -1.72384044 -0.94861616 -0.72005226 -1.06888961 -1.17752423
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hidden Outputs: [ 0.11872207 0.15137715 0.27916321 0.32738147 0.25561431 0.23549764
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final inputs: [ 0.09239276]
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oet: [-0.04532828]
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hidden inputs: [-2.16828088 -2.06879666 -1.39159024 -1.4305545 -1.94727854 -2.45642487
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oet: [ 0.00466569]
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hidden inputs: [-1.07895385 -0.05453818 -0.5947357 -1.07584939 -1.20798047 -0.46140926
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hidden Outputs: [ 0.25370404 0.48636883 0.355549 0.25429228 0.23005858 0.38665156
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final inputs: [-0.40768691]
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oet: [-0.57067704]
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hidden inputs: [-0.62026795 -0.50886214 -1.05738018 -1.09839518 -0.31371327 -0.14014069
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oet: [-0.32178658]
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hidden inputs: [-2.06641944 -2.00111872 -2.07081851 -1.31743793 -1.66867146 -1.77874894
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final inputs: [ 0.11581373]
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oet: [ 0.42191273]
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hidden inputs: [-2.30027962 -1.67783547 -1.66364297 -1.14644491 -1.79232387 -2.00236179
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hidden Outputs: [ 0.09109981 0.1573823 0.15927358 0.24113903 0.14278805 0.11895517
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final inputs: [ 0.10534546]
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oet: [ 0.1071107]
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hidden inputs: [-1.82350244 -1.92801193 -2.23998351 -1.4639665 -1.90660098 -1.73449329
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hidden Outputs: [ 0.13901414 0.12697079 0.09621698 0.18786141 0.1293632 0.15001374
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final inputs: [-0.02825898]
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oet: [-0.92805274]
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hidden inputs: [-0.63093958 -0.0794864 -0.7497475 -1.06950737 -1.16123694 -0.32697139
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hidden Outputs: [ 0.34729752 0.48013886 0.32087632 0.25549678 0.2384426 0.41897771
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final inputs: [-0.42785641]
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oet: [-0.26382863]
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hidden inputs: [-1.93231255 -1.87736221 -1.20386061 -1.47996925 -2.15111279 -1.99284695
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hidden Outputs: [ 0.12649484 0.13269215 0.23078915 0.18543206 0.10422728 0.11995599
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final inputs: [-0.05023156]
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oet: [-0.65799264]
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hidden inputs: [ 0.15300501 -0.25127245 -0.36885757 -1.18816811 -1.08112474 -0.03350026
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hidden Outputs: [ 0.5381768 0.43751033 0.4088171 0.23358673 0.25329323 0.49162572
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final inputs: [-0.42688617]
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oet: [-0.48532111]
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oet: [ 0.52293746]
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hidden Outputs: [ 0.30626563 0.21033456 0.16177807 0.10485425 0.26428087 0.13428183
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oet: [-0.12025125]
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hidden inputs: [-2.13210284 -2.30439265 -2.35914233 -1.7454781 -1.62040503 -2.59568802
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oet: [ 2.28545723]
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hidden inputs: [-0.84672637 -0.83189731 -1.21733368 -1.78029056 -0.8644076 -1.45219072
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oet: [-0.74427981]
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hidden Outputs: [ 0.49445656 0.34709135 0.30887334 0.40738969 0.22342737 0.5176278
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oet: [-0.49060232]
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final inputs: [-0.03425828]
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oet: [-0.26599978]
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hidden inputs: [-2.34124036 -2.50147018 -2.43032187 -1.61916778 -1.82909272 -2.82696861
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hidden Outputs: [ 0.08776456 0.07575518 0.08088953 0.16531968 0.13834639 0.05588412
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final inputs: [ 0.07799325]
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oet: [ 0.17856736]
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hidden Outputs: [ 0.28078944 0.20837202 0.17509713 0.29643449 0.16529101 0.20662764
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final inputs: [-0.07715016]
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oet: [-0.44363013]
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hidden inputs: [-0.44415333 -0.03763514 -0.26564986 -0.87936934 -1.46445883 -0.23920428
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hidden Outputs: [ 0.39075176 0.49059233 0.43397536 0.29330848 0.18778631 0.44048245
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final inputs: [-0.47671915]
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oet: [-0.54574924]
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hidden inputs: [-1.31225726 -0.65716872 -0.92866198 -0.56909757 -0.66548179 -0.63021355
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hidden Outputs: [ 0.21210937 0.34137591 0.28319625 0.36144508 0.33950928 0.34746212
0.37158202 0.31694229 0.44179128 0.21320399 0.26133268 0.3014088
0.28807593 0.29945299 0.24667674 0.24427833 0.18418867 0.24950994
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final inputs: [-0.02582481]
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oet: [ 1.3629444]
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...,
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hidden inputs: [-2.06866535 -2.72644326 -1.73658318 -0.96417467 -1.90923785 -1.97733767
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hidden Outputs: [ 0.11217989 0.06143091 0.14974745 0.27604314 0.1290665 0.12160293
0.27660749 0.22609028 0.2029807 0.07149995 0.30357148 0.10887618
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final inputs: [ 0.17972573]
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oet: [ 0.08786099]
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...,
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hidden inputs: [-2.18405997 -2.55741944 -1.77371516 -1.71468664 -1.670684 -2.13326358
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hidden Outputs: [ 0.10119107 0.07192962 0.14508092 0.15255682 0.158333 0.10590557
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final inputs: [ 0.12683071]
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oet: [ 0.35576519]
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...,
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hidden inputs: [-1.20730341 -1.34648936 -1.98858868 -1.13434494 -1.5224851 -1.0247882
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hidden Outputs: [ 0.23017853 0.20644491 0.12040625 0.24336015 0.17909587 0.26409577
0.13663935 0.16400732 0.119073 0.1637687 0.20205 0.23601241
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final inputs: [-0.09877474]
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oet: [-0.54880584]
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...,
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hidden inputs: [-0.66822739 -1.1191497 -1.5435516 -1.27287072 -0.97041432 -1.00830755
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hidden Outputs: [ 0.33889387 0.24616904 0.17601957 0.21876623 0.27479793 0.2673112
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final inputs: [-0.26091527]
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oet: [-0.66783118]
Progress: 6.0% ... Training loss: 0.812 ... Validation loss: 1.336[-0.30066293]
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hidden inputs: [-1.20568519 -0.88728227 -0.84677035 -0.8130678 -1.20682592 -0.7831138
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hidden Outputs: [ 0.2304654 0.29167099 0.30011079 0.30723715 0.23026315 0.31364918
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final inputs: [-0.30066293]
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oet: [-0.72180547]
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...,
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hidden inputs: [-2.3655168 -2.61847554 -1.98244318 -1.66866533 -2.17070857 -2.48269993
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hidden Outputs: [ 0.08584029 0.06795879 0.12105863 0.15860221 0.10241188 0.07707991
0.26294587 0.1698456 0.18063372 0.07087943 0.25707791 0.09750193
0.15176441 0.08106706 0.15032144 0.09302792 0.12240535 0.15385239
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final inputs: [ 0.12222372]
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oet: [-0.27914231]
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X: [ 0. 0. -0.29595096 1.62116534 -1.55384381 0. 0.
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hidden inputs: [-0.10951166 -0.06896916 -1.01820766 -1.03818534 -0.61034556 -0.41684874
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hidden Outputs: [ 0.47264941 0.48276454 0.26537667 0.26150029 0.35198037 0.39727107
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final inputs: [-0.43461977]
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oet: [-0.42245695]
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X: [ 0. 0. 0.32724398 -0.14113338 -0.21168512 0. 0.
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hidden inputs: [-1.43475655 -1.31218751 -1.28318522 -1.53543797 -0.53022298 -1.7711017
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hidden Outputs: [ 0.19235864 0.21212102 0.21700852 0.17719944 0.37046488 0.14540538
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final inputs: [-0.00740337]
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oet: [-0.06130633]
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hidden inputs: [-2.35348004 -2.06763345 -1.8705008 -1.91190848 -1.8283306 -1.79256174
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hidden Outputs: [ 0.08678956 0.11228271 0.13348379 0.1287666 0.13843727 0.14275893
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final inputs: [ 0.01955654]
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oet: [-0.10480541]
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hidden inputs: [-0.43566484 -0.81575662 -1.31250656 -1.21448402 -1.1980786 -0.75820087
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hidden Outputs: [ 0.39277444 0.30666515 0.21206771 0.22890862 0.2318172 0.319037
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oet: [-0.29216221]
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hidden inputs: [-0.52029684 -1.18507243 -1.21878842 -1.39379198 -1.37584807 -1.04877377
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hidden Outputs: [ 0.37278283 0.23414139 0.22814974 0.19880308 0.20167665 0.25946064
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final inputs: [-0.27348064]
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oet: [-0.73796165]
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hidden inputs: [-2.27923712 -1.79351465 -1.31551541 -1.87002646 -1.40736778 -1.77424777
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hidden Outputs: [ 0.09285719 0.14264236 0.21156538 0.13353866 0.19664956 0.14501487
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final inputs: [ 0.02161651]
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oet: [ 0.22391798]
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hidden inputs: [-1.98394351 -1.99506417 -1.64793396 -1.55228351 -1.71841673 -2.13386051
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final inputs: [-0.00079797]
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oet: [-0.77909596]
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final inputs: [-0.35682756]
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oet: [-0.09779606]
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hidden Outputs: [ 0.14128585 0.27127999 0.27406492 0.18971754 0.21048895 0.15218047
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final inputs: [-0.0977451]
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oet: [-0.5222702]
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hidden Outputs: [ 0.28989659 0.17120351 0.34059115 0.25249099 0.44173206 0.33793544
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final inputs: [ 0.00640727]
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oet: [ 0.27771862]
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hidden inputs: [-1.98907085 -0.55378981 -0.91061488 -1.24114902 -1.25881518 -1.38771788
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hidden Outputs: [ 0.1203552 0.36498559 0.28687403 0.22423605 0.22117792 0.19977234
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final inputs: [-0.24005744]
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oet: [-0.72176734]
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hidden inputs: [-1.57122324 -1.48848256 -1.44583576 -0.80286493 -0.89841465 -1.38986487
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hidden Outputs: [ 0.17204208 0.1841496 0.19064327 0.30941302 0.2893764 0.19942933
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final inputs: [-0.0026533]
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oet: [ 1.29015538]
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oet: [ 0.03087416]
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oet: [-0.98100393]
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oet: [-0.30362482]
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final inputs: [-0.13220751]
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oet: [-0.64768642]
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oet: [ 0.24653459]
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oet: [-0.00643784]
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final inputs: [ 0.10338576]
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oet: [ 0.67691517]
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hidden Outputs: [ 0.33383259 0.32420017 0.28993354 0.2684144 0.18424839 0.30618949
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final inputs: [-0.32288753]
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oet: [-0.33571916]
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hidden inputs: [-1.23984007 -1.78982926 -0.44960233 -0.32909994 -0.8542038 -0.97361286
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hidden Outputs: [ 0.22446383 0.14309366 0.38945532 0.41845964 0.29855176 0.27416097
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oet: [ 0.90337929]
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hidden inputs: [-0.86129281 -1.30264241 -1.1358721 -1.28487484 -1.16458743 -1.13585596
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hidden Outputs: [ 0.29706931 0.21372064 0.24307905 0.21672156 0.23783472 0.24308202
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final inputs: [-0.05009032]
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oet: [-0.15093273]
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hidden inputs: [-1.37171052 -1.70587422 -1.35993625 -1.55631399 -0.88903488 -1.87231555
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hidden Outputs: [ 0.20234363 0.15369961 0.20425066 0.1741762 0.29130903 0.13327402
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oet: [-1.1617994]
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final inputs: [-0.23232188]
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oet: [-0.58065039]
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final inputs: [-0.34469486]
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oet: [-0.36904239]
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hidden Outputs: [ 0.13863367 0.21132793 0.20897434 0.20245506 0.11399555 0.20225117
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final inputs: [-0.14728714]
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oet: [-0.53337178]
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hidden inputs: [-2.05994562 -1.37133125 -0.64400303 -0.80789713 -1.61087874 -1.34644602
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hidden Outputs: [ 0.11305128 0.20240485 0.34434221 0.30833879 0.16646665 0.20645201
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final inputs: [-0.0734008]
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oet: [-0.80572814]
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hidden inputs: [-1.10319125 -0.83715756 -0.90450462 -1.44829897 -1.35106293 -1.07967811
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hidden Outputs: [ 0.24914243 0.30213377 0.28812568 0.19026349 0.20569665 0.25356694
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final inputs: [-0.2992238]
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oet: [ 0.25807938]
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hidden inputs: [-2.50870686 -2.25109795 -2.01935999 -1.40153434 -1.83567993 -2.05825207
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hidden Outputs: [ 0.07525005 0.0952548 0.11718519 0.19757275 0.13756302 0.11322121
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final inputs: [ 0.10079733]
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oet: [ 0.25499828]
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oet: [-0.52792514]
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oet: [-0.18595238]
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final inputs: [ 0.14686903]
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oet: [ 2.19362676]
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hidden inputs: [-2.14673009 -1.03935507 -0.67333769 -1.27717143 -0.8750251 -1.54433195
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oet: [-0.84436344]
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final inputs: [ 0.02801623]
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oet: [-0.99535406]
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final inputs: [ 0.03914657]
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oet: [ 0.07407458]
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final inputs: [-0.37777255]
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oet: [-0.58405223]
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hidden Outputs: [ 0.10073154 0.17592797 0.17156815 0.13935295 0.09396529 0.0937682
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final inputs: [-0.10654639]
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oet: [-0.91592201]
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hidden Outputs: [ 0.44056302 0.46479565 0.44999675 0.15844714 0.40663874 0.5034222
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final inputs: [-0.55877612]
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oet: [-0.32586588]
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hidden inputs: [-0.58141772 -0.65116411 -0.66894201 -0.3574847 -0.90243207 -0.4620891
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hidden Outputs: [ 0.35860644 0.34272726 0.33873378 0.41156858 0.28855096 0.38649035
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oet: [ 0.77495331]
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oet: [-0.82195646]
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oet: [-0.83275096]
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oet: [-0.69845882]
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hidden Outputs: [ 0.23151685 0.1030041 0.10288124 0.1394909 0.16492996 0.11341364
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oet: [ 0.21991438]
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final inputs: [-0.20369334]
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oet: [-0.76915755]
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hidden Outputs: [ 0.36719778 0.23712004 0.18355542 0.22457363 0.25054755 0.25228652
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final inputs: [-0.35003645]
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oet: [-0.66140584]
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hidden Outputs: [ 0.23721187 0.25829627 0.27157388 0.23906213 0.14969032 0.21568732
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oet: [-0.82623664]
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oet: [-1.00135958]
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oet: [ 0.20999818]
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hidden inputs: [-0.69372782 -1.07491892 -0.82155369 -1.35844415 -1.18164502 -0.9177027
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oet: [-0.18548544]
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oet: [-0.31423822]
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final inputs: [ 0.20650231]
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oet: [ 1.45588759]
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hidden Outputs: [ 0.06430806 0.08237901 0.09003981 0.11515562 0.19132522 0.05086154
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final inputs: [ 0.21857242]
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oet: [-0.01714238]
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final inputs: [ 0.03126094]
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oet: [-0.18266648]
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oet: [ 0.17400552]
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hidden inputs: [-1.34483633 -0.89513019 -0.85774496 -0.79917264 -1.16902381 -0.60758702
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oet: [ 0.0536209]
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final inputs: [-0.36600969]
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oet: [-0.09964005]
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hidden inputs: [-0.24489343 -0.59505621 -0.87478256 -1.25840647 -1.33882859 -0.85308936
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hidden Outputs: [ 0.4390808 0.35547557 0.29426013 0.22124833 0.20770276 0.29878519
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final inputs: [-0.28450366]
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oet: [ 0.65683844]
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hidden inputs: [-1.37148448 -1.82794452 -1.56449621 -0.98870842 -1.4388438 -1.15354409
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final inputs: [ 0.02432131]
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oet: [ 0.52994433]
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hidden Outputs: [ 0.36651583 0.21269351 0.13102456 0.18110116 0.17414144 0.18752707
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final inputs: [-0.23281074]
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oet: [-0.80068376]
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hidden Outputs: [ 0.04640973 0.10509785 0.18018406 0.31405263 0.17183382 0.06942284
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final inputs: [ 0.32715308]
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oet: [ 1.6880724]
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hidden Outputs: [ 0.19080486 0.20433908 0.20194421 0.13913571 0.29065202 0.17761758
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final inputs: [ 0.02294312]
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oet: [-0.36730562]
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hidden inputs: [-2.02014694 -2.4093811 -2.33912596 -2.03503601 -1.86312586 -3.11994103
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hidden Outputs: [ 0.1171038 0.08246013 0.08793399 0.11557316 0.13433912 0.04229216
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final inputs: [ 0.08562477]
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oet: [ 0.00554415]
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hidden inputs: [-1.66487837 -1.23741896 -0.83860839 -1.21369935 -1.11594243 -1.58913337
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hidden Outputs: [ 0.15910822 0.22488557 0.30182795 0.22904715 0.2467647 0.16950586
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final inputs: [-0.05043431]
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oet: [-0.15058874]
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oet: [-0.68481443]
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hidden Outputs: [ 0.11117093 0.0894982 0.11423178 0.16023635 0.15759896 0.13809304
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final inputs: [ 0.11131609]
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oet: [ 0.61385428]
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hidden inputs: [-1.37358815 -1.57825448 -1.18847692 -1.46811667 -1.01209703 -1.44940156
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oet: [ 0.26413702]
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hidden inputs: [-1.90823193 -2.419869 -2.20312526 -1.18373013 -1.82044738 -2.05516891
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hidden Outputs: [ 0.12917962 0.08167008 0.09947019 0.23438217 0.1393802 0.11353113
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final inputs: [ 0.05458192]
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oet: [ 1.23843323]
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final inputs: [-0.04505746]
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oet: [ 0.07006971]
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hidden Outputs: [ 0.27067554 0.19240596 0.19232815 0.18090641 0.20756861 0.21296346
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final inputs: [-0.09017138]
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oet: [-0.91024479]
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hidden inputs: [-1.47806357 -1.22064346 -1.07849746 -1.98968655 -1.12536778 -1.9034089
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hidden Outputs: [ 0.18572008 0.22782323 0.25379046 0.12029003 0.24501697 0.12972314
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final inputs: [-0.01424841]
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oet: [ 2.630397]
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hidden inputs: [-1.52650214 -0.75302905 -0.56267852 -1.64059905 -1.29532889 -1.25584368
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hidden Outputs: [ 0.17850604 0.32016164 0.36292793 0.16238357 0.21495221 0.22169021
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final inputs: [-0.29075004]
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oet: [-0.73723142]
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hidden inputs: [-0.05173247 -0.5624218 -1.38061596 -0.87306104 -0.82984207 -0.4313907
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hidden Outputs: [ 0.48706977 0.36298729 0.20091009 0.29461776 0.30367846 0.39379429
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final inputs: [-0.24197053]
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oet: [-0.78049787]
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oet: [-0.86119204]
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hidden inputs: [-2.25518703 -1.74521597 -1.3120381 -1.60218279 -2.02091753 -2.85898555
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oet: [-1.09356707]
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hidden inputs: [-1.65477859 -1.77246665 -1.34943518 -1.49028329 -0.93251233 -1.76354644
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final inputs: [ 0.12228763]
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oet: [ 1.67241561]
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oet: [-0.24172716]
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final inputs: [-0.36848936]
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oet: [-0.4830743]
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final inputs: [-0.12287262]
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oet: [-0.55227325]
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final inputs: [-0.06883487]
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oet: [ 1.7643031]
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hidden Outputs: [ 0.10889395 0.24869919 0.28775251 0.2563826 0.2807597 0.19255076
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final inputs: [ 0.02710593]
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oet: [ 0.13573272]
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hidden inputs: [-0.48342837 -0.47593639 -0.28730474 -1.59626957 -0.36616794 -0.83712357
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hidden Outputs: [ 0.38144289 0.38321215 0.42866384 0.16850364 0.40946731 0.30214094
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final inputs: [-0.38778151]
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oet: [-0.4196777]
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hidden Outputs: [ 0.43185854 0.44462188 0.30742106 0.20587991 0.3241476 0.29944131
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oet: [ 0.00577712]
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hidden inputs: [-0.41883509 -0.24156895 -0.94839345 -0.94994389 -0.61091201 0.02048147
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hidden Outputs: [ 0.39679554 0.43989974 0.27920803 0.27889611 0.35185118 0.50512019
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final inputs: [-0.47555491]
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oet: [-0.55242654]
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hidden inputs: [-2.17992694 -2.44561058 -1.36492679 -1.0111197 -1.08243019 -2.26329279
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hidden Outputs: [ 0.10156759 0.07976013 0.20344074 0.26676078 0.2530464 0.09420901
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final inputs: [ 0.44821129]
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oet: [ 0.82826469]
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hidden inputs: [-0.81630577 -0.72558522 -1.53327332 -1.16534847 -0.70643804 -1.02282776
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hidden Outputs: [ 0.30654841 0.32616427 0.17751526 0.2376968 0.33038638 0.26447695
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final inputs: [-0.34083668]
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oet: [-0.55483142]
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hidden inputs: [-0.89752678 -1.0868356 -1.13594633 -1.7277688 -1.27729769 -0.85692869
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hidden Outputs: [ 0.28955901 0.25221462 0.2430654 0.1508732 0.21801057 0.29798143
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final inputs: [-0.34462542]
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oet: [-0.18166793]
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hidden inputs: [-1.25929745 -0.8037984 -0.79162265 -0.60025602 -1.376056 -1.04065348
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hidden Outputs: [ 0.22109486 0.30921359 0.31182036 0.35428512 0.20164317 0.26102392
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final inputs: [-0.16382472]
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oet: [-0.46170364]
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hidden Outputs: [ 0.1586689 0.24903861 0.32650561 0.36870056 0.24703306 0.20198127
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final inputs: [ 0.09885116]
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oet: [-0.46526589]
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hidden inputs: [-0.21518561 -0.77533597 -0.92596359 -0.92092104 -1.29744993 -0.20345839
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hidden Outputs: [ 0.44641023 0.31532596 0.28374433 0.28477026 0.2145945 0.44931014
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final inputs: [-0.50454588]
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oet: [-0.44625279]
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hidden inputs: [-0.77827909 -1.64506813 -1.61935669 -1.5432043 -1.69377304 -1.5484256
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hidden Outputs: [ 0.3146909 0.16177662 0.16529361 0.17606995 0.15528029 0.17531378
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final inputs: [-0.14098512]
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oet: [-0.85943106]
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oet: [ 0.36066313]
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hidden inputs: [-0.41963241 -0.23600422 -0.89768758 -1.74420956 -1.29235092 -0.78569296
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oet: [-0.23088204]
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hidden inputs: [-1.24271836 -1.81979768 -1.68325239 -0.94689295 -1.19494631 -1.13520395
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hidden Outputs: [ 0.22396317 0.13945815 0.15666528 0.2795101 0.23237546 0.24320201
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oet: [ 1.41354521]
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hidden inputs: [-2.00037376 -1.82593226 -1.66190087 -0.51118271 -1.36242144 -1.64197542
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oet: [ 0.85281372]
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oet: [ 3.34251567]
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final inputs: [-0.08811322]
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oet: [-0.17355344]
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hidden Outputs: [ 0.38155323 0.36239788 0.53829434 0.32006748 0.46531375 0.47333384
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oet: [ 0.24763302]
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final inputs: [-0.38997699]
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hidden Outputs: [ 0.07088416 0.07664694 0.09736394 0.1730786 0.18750174 0.0722985
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final inputs: [ 0.1945675]
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oet: [ 0.59124649]
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hidden inputs: [-0.555264 -0.7511896 -0.99811891 -1.04302872 -0.46652754 -0.59782897
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hidden Outputs: [ 0.36464398 0.32056215 0.26931143 0.26056602 0.38543846 0.35484055
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oet: [ 0.74979855]
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oet: [-0.35341028]
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hidden Outputs: [ 0.27269156 0.13439446 0.15745189 0.3817218 0.25631796 0.23604486
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final inputs: [ 0.02778328]
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oet: [ 0.91790933]
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hidden inputs: [-2.69316196 -2.60771276 -2.14030852 -1.51317656 -2.23763805 -2.54362411
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hidden Outputs: [ 0.06337806 0.06864369 0.10524033 0.1804685 0.09642113 0.07285599
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final inputs: [ 0.16278721]
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oet: [ 0.44660898]
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final inputs: [-0.29818332]
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oet: [-0.04066612]
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final inputs: [-0.18871303]
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oet: [-0.8172162]
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hidden Outputs: [ 0.2226913 0.40960774 0.41582252 0.33131971 0.29499583 0.3604435
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final inputs: [-0.2137836]
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oet: [-0.33456198]
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hidden Outputs: [ 0.2243172 0.15313419 0.14491413 0.16381398 0.20842246 0.20804418
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final inputs: [-0.18508901]
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oet: [-0.42390019]
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hidden Outputs: [ 0.52656373 0.32584916 0.3288776 0.49512912 0.32511306 0.57986922
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final inputs: [-0.35126339]
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oet: [-0.68774417]
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hidden Outputs: [ 0.22393429 0.26333674 0.24217635 0.31801467 0.31493831 0.34574381
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final inputs: [-0.21878967]
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oet: [-0.35160814]
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hidden Outputs: [ 0.19932482 0.21502086 0.22884132 0.33413181 0.21899377 0.18207334
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oet: [-0.81911305]
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hidden inputs: [-0.59694708 -1.08672726 -1.6158291 -1.39774613 -1.02024568 -0.9578113
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final inputs: [-0.13028777]
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oet: [ 0.42543976]
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oet: [-0.39144587]
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oet: [ 0.06072934]
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final inputs: [ 0.11222126]
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oet: [-0.34632264]
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hidden Outputs: [ 0.11442993 0.16583292 0.18030006 0.14331324 0.30795904 0.09675463
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final inputs: [ 0.18989758]
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oet: [-0.06565032]
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hidden Outputs: [ 0.06775175 0.08012542 0.14982806 0.22399862 0.17587513 0.05192022
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final inputs: [ 0.20056006]
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oet: [ 0.5632017]
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hidden inputs: [-0.56083401 -0.90043999 -1.07375476 -1.08802374 -0.28650856 -0.83292679
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hidden Outputs: [ 0.36335451 0.28896009 0.25468969 0.2519906 0.42885884 0.30302657
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final inputs: [-0.14012253]
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oet: [ 0.64477065]
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hidden inputs: [-1.59822009 -1.72138696 -0.6987824 -0.53813343 -1.17555161 -2.2293223
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hidden Outputs: [ 0.16823053 0.1516926 0.33208224 0.3686219 0.23585297 0.09714807
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final inputs: [ 0.28954112]
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oet: [-0.29209414]
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hidden inputs: [-1.73370124 -2.29521013 -2.34086224 -1.5894274 -1.87192321 -2.27085293
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hidden Outputs: [ 0.15011476 0.09152043 0.08779484 0.16946447 0.13331935 0.09356585
0.19976432 0.11691973 0.14016691 0.08383559 0.21729429 0.08731666
0.19386755 0.12486878 0.19145306 0.09643375 0.0914589 0.12795399
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final inputs: [ 0.06602767]
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oet: [-0.71912132]
Progress: 6.5% ... Training loss: 0.810 ... Validation loss: 1.379[ 0.28049624]
X: [ 1. 0. 1.88523132 -1.48877358 0.27629827 0. 0.
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...,
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hidden inputs: [-3.02179373 -2.52394738 -2.19709621 -1.82806217 -1.4010754 -3.03895799
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hidden Outputs: [ 0.04645096 0.07419634 0.10001155 0.13846929 0.19764552 0.04569659
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final inputs: [ 0.28049624]
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oet: [-0.02393563]
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...,
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hidden inputs: [-0.46630866 -0.68440562 -0.35040672 -0.9920519 -1.42621706 -0.49015913
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hidden Outputs: [ 0.3854903 0.33527872 0.4132838 0.27050698 0.1936888 0.37985608
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final inputs: [-0.40322637]
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oet: [-0.44833729]
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...,
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hidden inputs: [-2.14314219 -1.58970845 -1.8102129 -1.87876851 -2.18179799 -2.12311852
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hidden Outputs: [ 0.1049738 0.16942492 0.1406124 0.13253039 0.10139699 0.10687005
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final inputs: [-0.07011601]
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oet: [ 2.35548124]
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hidden inputs: [-0.80298486 -1.08735225 -1.15812698 -1.54223312 -0.88402731 -1.4954889
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hidden Outputs: [ 0.30938739 0.25211719 0.23900779 0.17621088 0.29234392 0.1830993
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final inputs: [-0.3106261]
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oet: [-0.69530312]
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hidden inputs: [ 0.01709149 -0.49926112 0.10752454 -0.7559855 -0.105368 -0.10660202
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hidden Outputs: [ 0.50427277 0.37771432 0.52685527 0.31951849 0.47368234 0.4733747
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final inputs: [-0.42272045]
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oet: [ 0.27131491]
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hidden inputs: [-0.97788012 -1.62352803 -1.60682531 -1.23834479 -1.35969502 -1.5926262
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hidden Outputs: [ 0.27331262 0.16471889 0.16702984 0.22472423 0.20428987 0.16901473
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final inputs: [-0.10886382]
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oet: [-0.63243872]
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hidden inputs: [-2.51028884 -1.9775311 -1.59570772 -1.23366594 -1.35236621 -1.6624069
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hidden Outputs: [ 0.07514003 0.12158227 0.16858237 0.22554044 0.20548379 0.15943916
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final inputs: [ 0.10112645]
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oet: [ 2.12910822]
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hidden inputs: [-0.31469305 -0.87587001 -0.88158057 -1.18761173 -1.1311725 -0.716205
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hidden Outputs: [ 0.42196963 0.29403434 0.29285035 0.23368635 0.24394478 0.32822921
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final inputs: [-0.28856526]
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oet: [-0.68979869]
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hidden inputs: [-2.14197695 -1.87799344 -1.37861058 -1.18551095 -1.47545081 -1.50680348
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hidden Outputs: [ 0.10508333 0.13261952 0.20123224 0.23406276 0.18611553 0.181413
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final inputs: [-0.0026147]
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oet: [-0.19840835]
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...,
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hidden inputs: [-1.00846725 -1.39679262 -1.08503264 -1.09015858 -1.73012953 -1.50419113
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hidden Outputs: [ 0.26727992 0.19832557 0.25255482 0.25158842 0.15057101 0.18180126
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final inputs: [-0.16920683]
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oet: [-0.82018323]
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...,
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hidden inputs: [-0.10944589 -1.17527286 -1.38928532 -1.06404467 -1.19909533 -1.00820281
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hidden Outputs: [ 0.47266581 0.23590321 0.19952188 0.25653727 0.23163619 0.26733171
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final inputs: [-0.41494014]
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oet: [-0.57444992]
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hidden inputs: [-0.99734363 -1.37337702 -0.6657679 -0.74235182 -1.60844256 -1.42110053
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hidden Outputs: [ 0.26946402 0.20207479 0.33944513 0.32249008 0.16680496 0.19448911
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final inputs: [-0.12385531]
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oet: [-0.20396803]
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hidden inputs: [-1.66558646 -1.73030204 -1.35066908 -1.40772012 -1.08066283 -2.22224171
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hidden Outputs: [ 0.15901351 0.15054895 0.20576101 0.1965939 0.2533806 0.09777088
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final inputs: [ 0.06574857]
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oet: [-1.04411252]
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hidden inputs: [-1.3253045 -0.7171065 -0.931268 -1.49871245 -0.99841483 -0.98193865
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hidden Outputs: [ 0.20993712 0.32803047 0.28266754 0.18261764 0.2692532 0.27250728
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final inputs: [-0.3750635]
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oet: [ 2.13117535]
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hidden inputs: [-0.39956204 -0.79859 -0.84581381 -1.22987917 -0.85856533 -0.59351538
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hidden Outputs: [ 0.40141757 0.31032721 0.30031174 0.22620257 0.29763918 0.35582867
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final inputs: [-0.33931576]
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oet: [-0.35236927]
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hidden inputs: [ 0.19822682 -0.7573825 -0.54390894 -1.02183422 -1.11572673 -0.32394517
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hidden Outputs: [ 0.54939507 0.31921482 0.36727873 0.26467027 0.24680479 0.41971458
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final inputs: [-0.60169192]
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oet: [-0.43731565]
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hidden inputs: [-0.98444021 -1.10938023 -0.80479715 -1.10135919 -0.75575055 -0.81767581
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hidden Outputs: [ 0.27201164 0.24798645 0.3090003 0.24948531 0.31956958 0.30625724
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final inputs: [-0.12423271]
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oet: [ 0.8714553]
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hidden inputs: [-1.38752909 -1.82083333 -1.61976621 -1.61580893 -0.89995158 -2.12643576
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hidden Outputs: [ 0.19980252 0.13933391 0.16523712 0.16578368 0.28906045 0.10655383
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final inputs: [ 0.1120337]
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oet: [ 0.62416279]
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hidden inputs: [-1.13854465 -1.66372662 -1.48075638 -1.88625259 -1.58379396 -2.14873365
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oet: [-0.27798065]
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hidden inputs: [-0.98114955 -1.9466414 -1.41082458 -1.35082218 -1.81992659 -1.6159989
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hidden Outputs: [ 0.27266375 0.12492004 0.19610403 0.20573599 0.13944268 0.16575741
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final inputs: [-0.12701893]
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oet: [-0.88993641]
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...,
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hidden inputs: [-1.43714582 -1.19046912 -1.001072 -0.83079921 -0.96372864 -0.75489335
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hidden Outputs: [ 0.19198772 0.23317504 0.26873071 0.30347611 0.27613228 0.319756
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final inputs: [-0.06075199]
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oet: [ 0.14640786]
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hidden inputs: [-1.54092142 -1.80309432 -1.60457737 -0.9515546 -1.12413543 -1.45097686
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hidden Outputs: [ 0.17640137 0.14147481 0.16734284 0.27857229 0.24524501 0.18985127
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final inputs: [-0.04358089]
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oet: [-0.93478306]
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hidden inputs: [-1.258539 -1.26665926 -0.82509276 -0.83535015 -0.8838422 -1.05901733
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hidden Outputs: [ 0.2212255 0.21982967 0.30468368 0.302515 0.29238221 0.25749729
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final inputs: [-0.21813971]
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oet: [-0.42392782]
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hidden inputs: [-1.96145243 -1.13359279 -1.11971705 -0.55938051 -1.33841156 -1.48055967
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hidden Outputs: [ 0.12330995 0.24349867 0.24606377 0.36369081 0.2077714 0.1853429
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final inputs: [ 0.02444789]
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oet: [-0.44599318]
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hidden inputs: [-1.96002475 -1.3216344 -0.81822357 -1.59043661 -0.69656581 -1.78173144
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hidden Outputs: [ 0.12346437 0.2105465 0.30614088 0.16932248 0.33257407 0.14408947
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final inputs: [ 0.03520044]
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oet: [ 0.13866432]
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hidden inputs: [-1.10245375 -1.37484616 -0.83448568 -1.34004179 -0.44144521 -1.344345
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hidden Outputs: [ 0.24928042 0.20183801 0.30269743 0.20750319 0.39139666 0.20679643
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final inputs: [-0.045772]
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oet: [ 0.13694093]
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hidden inputs: [-1.24083414 -1.81915944 -1.68340886 -0.94544542 -1.19441074 -1.13562075
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hidden Outputs: [ 0.22429083 0.13953476 0.15664461 0.27980171 0.23247101 0.2431253
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final inputs: [-0.09989478]
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oet: [ 1.46457965]
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hidden inputs: [-1.23476032 -1.03991033 -1.29808258 -2.0499228 -1.15121043 -1.55014975
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hidden Outputs: [ 0.22534934 0.2611673 0.21448789 0.11406018 0.24026806 0.17506464
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final inputs: [-0.13864382]
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oet: [-0.33251897]
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hidden inputs: [-2.3459433 -1.9459444 -1.91464262 -1.25601775 -1.5861786 -1.63348625
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oet: [ 1.36018711]
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hidden inputs: [-1.45481917 -1.94463924 -1.68497736 -1.09897444 -0.95632526 -1.57357774
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hidden Outputs: [ 0.189261 0.12513907 0.15643751 0.2499321 0.27761454 0.17170695
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final inputs: [ 0.0260703]
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oet: [-0.13888445]
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...,
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hidden inputs: [-1.95194744 -2.20147082 -2.05840549 -1.36986609 -1.78370846 -2.04511628
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final inputs: [ 0.04410856]
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oet: [-0.04666159]
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hidden inputs: [-0.820927 -0.52606386 -0.94435682 -1.147223 -0.80159658 -0.43776752
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final inputs: [-0.54524313]
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oet: [-0.43863387]
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hidden inputs: [-1.16479502 -1.10447017 -1.28801918 -1.28895768 -1.31832793 -0.69616373
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final inputs: [-0.29806505]
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oet: [-0.65273362]
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hidden inputs: [-1.44290389 -0.62757651 -1.0247245 -1.81165688 -1.64671247 -1.29723224
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hidden Outputs: [ 0.19109607 0.34806026 0.26410815 0.140438 0.16155376 0.2146312
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final inputs: [-0.33420785]
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oet: [-0.21413773]
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hidden inputs: [-1.62857731 -1.55498186 -1.20341922 -1.83817451 -1.26170029 -1.4749566
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hidden Outputs: [ 0.16402535 0.1743679 0.23086751 0.13726733 0.22068134 0.1861904
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final inputs: [-0.09266005]
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oet: [ 0.00741118]
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hidden inputs: [-1.21355138 -0.95817093 -1.06308551 -0.79534415 -1.19392803 -1.18419586
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hidden Outputs: [ 0.22907328 0.27724455 0.25672025 0.31102233 0.23255715 0.23429861
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final inputs: [-0.3069049]
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oet: [-0.36272791]
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hidden inputs: [-1.58243013 -2.14015544 -1.81916735 -1.39953042 -1.5678227 -1.8078993
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hidden Outputs: [ 0.17045159 0.10525475 0.13953381 0.19789064 0.172527 0.14089221
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final inputs: [ 0.06921185]
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oet: [ 0.15427042]
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...,
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oet: [-0.73096169]
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oet: [ 1.57575718]
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hidden inputs: [-1.32952821 -0.10601318 -0.50562592 -1.48146977 -0.86186757 -0.81531783
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oet: [-0.10987256]
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hidden inputs: [-0.85295686 -0.62732625 -1.04255683 -1.30941295 -0.00252327 -0.6396737
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final inputs: [-0.41246196]
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oet: [-0.24614474]
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hidden inputs: [-0.71056332 -0.94317511 -1.23853267 -0.65522989 -0.90059508 -0.56456678
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final inputs: [-0.2561367]
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oet: [-0.36387861]
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hidden inputs: [-0.47722767 -1.09365655 -1.96025203 -1.35992399 -1.05144547 -1.02818132
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hidden Outputs: [ 0.38290698 0.25093035 0.12343977 0.20425266 0.25894763 0.26343685
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final inputs: [-0.32280561]
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oet: [-0.61145389]
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hidden inputs: [-1.13269086 -1.40163861 -1.31902558 -1.53902079 -1.46342716 -1.49134688
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hidden Outputs: [ 0.24366485 0.19755622 0.21098046 0.17667767 0.18794371 0.18371965
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final inputs: [-0.10567752]
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oet: [-0.91127782]
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hidden inputs: [-1.52240487 -1.73040461 -1.64440158 -1.08953134 -1.01155399 -1.78470014
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hidden Outputs: [ 0.17910766 0.15053583 0.16186703 0.25170654 0.26667584 0.14372373
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final inputs: [ 0.01905003]
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oet: [-0.39649087]
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hidden inputs: [-2.63006096 -2.78708312 -1.97186931 -1.40973908 -2.04131254 -2.69019672
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hidden Outputs: [ 0.06722863 0.05802618 0.12218825 0.19627521 0.11493315 0.06355431
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final inputs: [ 0.16860611]
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oet: [ 0.19270256]
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oet: [-0.32130584]
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oet: [ 0.0450116]
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hidden inputs: [-1.2403601 -1.73788881 -1.83105306 -1.24386194 -1.45708937 -1.81090473
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final inputs: [-0.16620429]
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oet: [-0.85075106]
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hidden inputs: [-3.19506225 -2.30661394 -1.96984829 -1.75759682 -1.83448565 -2.38576648
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final inputs: [ 0.18392016]
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oet: [ 0.57984161]
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hidden inputs: [-0.20659878 -0.01512649 -0.83849871 -1.2671203 -1.27157113 -0.95821319
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final inputs: [-0.4172768]
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oet: [-0.56108715]
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hidden inputs: [-2.25165752 -2.49389215 -1.53291993 -1.87716625 -1.24230731 -2.29566565
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final inputs: [ 0.18457311]
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oet: [ 0.59572782]
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hidden Outputs: [ 0.07756769 0.15666665 0.11862293 0.22333663 0.22472334 0.12876493
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final inputs: [ 0.16267697]
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oet: [-0.26446501]
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final inputs: [-0.36664149]
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oet: [-0.15965186]
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hidden inputs: [-1.82408068 -1.77954242 -1.87132887 -1.85378411 -1.63436341 -1.6079469
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hidden Outputs: [ 0.13894494 0.14435965 0.13338804 0.13542921 0.16323349 0.16687386
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final inputs: [-0.06340533]
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oet: [ 0.6011318]
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hidden inputs: [-1.99611608 -1.23081087 -1.21995805 -1.03791503 -1.68559311 -1.50560857
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hidden Outputs: [ 0.11961131 0.22603954 0.22794383 0.26155249 0.15635627 0.18159052
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oet: [-0.22226374]
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...,
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hidden inputs: [-0.20174983 -0.82195546 -0.96114763 -1.2007472 -0.88743655 -0.51143322
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hidden Outputs: [ 0.44973293 0.30534873 0.27664848 0.23134232 0.29163912 0.3748576
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final inputs: [-0.39365264]
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oet: [-0.63432881]
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...,
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hidden inputs: [-0.70436798 -1.12466309 -0.93027134 -1.51542082 -1.33029458 -0.80877193
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hidden Outputs: [ 0.3308445 0.24514735 0.28286967 0.18013682 0.20911064 0.30815225
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final inputs: [-0.4487123]
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oet: [ 0.63360318]
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...,
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hidden inputs: [-0.82930071 -1.08182824 -0.63357869 -0.67149368 -1.08465202 -0.34192582
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hidden Outputs: [ 0.30379295 0.2531602 0.34669953 0.33816246 0.25262668 0.41534175
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final inputs: [-0.29498387]
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oet: [-0.72197148]
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hidden inputs: [-1.82125135 -2.19881538 -1.69608361 -2.16320466 -1.37431372 -2.04049868
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hidden Outputs: [ 0.13928379 0.09985692 0.15497746 0.10310373 0.20192379 0.11501596
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final inputs: [ 0.07407285]
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oet: [ 1.10868117]
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hidden inputs: [-0.17533622 -1.60605551 -1.07843305 -1.21304756 -0.96187381 -1.07912687
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final inputs: [-0.30730974]
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oet: [-0.69310643]
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hidden inputs: [-1.38697388 -1.38471526 -0.8746327 -0.40572183 -0.9091894 -1.16276017
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hidden Outputs: [ 0.1998913 0.20025278 0.29429125 0.39993839 0.28716574 0.23816611
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final inputs: [ 0.00647729]
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oet: [ 1.01088505]
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hidden inputs: [ -4.20353764e-02 -7.68606058e-01 -1.08849217e+00 -9.48698231e-01
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hidden Outputs: [ 0.4894927 0.31678072 0.25190232 0.27914669 0.30858896 0.49962773
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final inputs: [-0.51079977]
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oet: [-0.4399989]
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X: [ 0. 0. 1.05430474 -0.24479801 2.71621524 0. 1.
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hidden inputs: [-0.88564734 -1.4588341 -0.43324446 -0.3848751 -0.85672411 -0.35299112
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hidden Outputs: [ 0.29200888 0.18864571 0.39335185 0.40495162 0.29802423 0.41265727
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final inputs: [-0.09611537]
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oet: [-0.0773424]
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hidden inputs: [-1.80241013 -1.85564871 -1.81486207 -1.45082753 -1.69833199 -2.46263281
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hidden Outputs: [ 0.14155793 0.13521104 0.14005153 0.18987424 0.15468324 0.07851963
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final inputs: [ 0.01642462]
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oet: [-0.85696217]
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hidden Outputs: [ 0.04588416 0.1141759 0.09595269 0.13991007 0.16506364 0.09958762
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final inputs: [ 0.13515222]
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oet: [ 0.38052202]
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hidden Outputs: [ 0.21094704 0.18750121 0.25185152 0.12108087 0.29708489 0.14636421
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final inputs: [-0.01118793]
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oet: [ 0.79700191]
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...,
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hidden inputs: [-2.69930524 -1.94383051 -1.53908708 -1.5241575 -2.09832511 -2.17008573
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hidden Outputs: [ 0.06301436 0.12522764 0.17666803 0.17885012 0.10925972 0.10246915
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final inputs: [ 0.01219681]
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oet: [-0.04231512]
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...,
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hidden inputs: [-2.40271329 -2.75260444 -2.50308558 -1.2663346 -1.85971658 -2.44901961
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hidden Outputs: [ 0.08296603 0.05993973 0.07564215 0.21988535 0.13473609 0.07951027
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final inputs: [ 0.08198885]
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oet: [ 2.65544698]
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hidden inputs: [-1.72345139 -2.17817296 -2.10616561 -1.885437 -1.54899471 -2.52288376
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hidden Outputs: [ 0.15142714 0.10172776 0.108499 0.13176562 0.17523151 0.07426943
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final inputs: [-0.02207959]
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oet: [ 0.50467549]
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hidden inputs: [ -8.66489374e-02 5.62464361e-05 -4.36803925e-01 -1.11683686e+00
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hidden Outputs: [ 0.47835131 0.50001406 0.39250279 0.24659848 0.34143972 0.46169027
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final inputs: [-0.65088735]
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oet: [-0.27785909]
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hidden inputs: [-0.50793869 -0.66871991 -1.52600655 -0.96969554 -1.82973777 -0.57486265
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hidden Outputs: [ 0.37567687 0.33878353 0.17857873 0.27494119 0.13826951 0.36011555
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final inputs: [-0.42524471]
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oet: [-0.60273674]
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hidden inputs: [-0.60037696 -1.4089137 -1.50671449 -0.79465185 -1.40532478 -0.82682726
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hidden Outputs: [ 0.35425746 0.19640545 0.18142622 0.3111707 0.19697251 0.30431635
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final inputs: [-0.18463068]
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oet: [-0.75514187]
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hidden inputs: [-2.08993187 -1.94771884 -1.36672601 -0.95371821 -1.23184907 -1.93238204
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hidden Outputs: [ 0.11007925 0.12480231 0.20314932 0.27813768 0.22585796 0.12648716
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final inputs: [ 0.03629152]
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oet: [ 1.72533339]
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hidden inputs: [-1.91015742 -2.31135002 -1.99150895 -1.42551809 -1.6910801 -2.47411241
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hidden Outputs: [ 0.12896317 0.09018731 0.12009731 0.19379798 0.15563385 0.07769304
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final inputs: [ 0.04742188]
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oet: [ 2.92707536]
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hidden inputs: [-1.0891032 -0.82624732 -0.90157062 -1.45475345 -1.35421705 -1.06700635
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hidden Outputs: [ 0.25178719 0.30443914 0.28872784 0.18927108 0.20518179 0.25597281
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oet: [ 0.33407443]
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...,
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hidden inputs: [-2.38412753 -1.95865359 -1.98556878 -1.41493416 -1.7087369 -2.41800844
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hidden Outputs: [ 0.08439109 0.12361283 0.12072645 0.19545698 0.15332762 0.08180973
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final inputs: [ 0.03445357]
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oet: [ 2.12962443]
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...,
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hidden inputs: [-1.60273792 -1.03941394 -0.9284345 -1.44564018 -1.13823705 -0.81882265
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hidden Outputs: [ 0.1675993 0.26126309 0.28324243 0.19067345 0.24264419 0.30601364
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final inputs: [-0.22089351]
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oet: [-0.2723215]
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hidden inputs: [-1.19799662 -0.88555105 -1.62352071 -1.25995729 -0.81429946 -0.99281765
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hidden Outputs: [ 0.2318318 0.29202879 0.16471989 0.22098124 0.30697506 0.2703559
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final inputs: [-0.25295304]
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oet: [-0.16307919]
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hidden inputs: [-0.03737723 -0.60394079 -1.08777478 -1.45129465 -0.89141135 -1.09685284
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hidden Outputs: [ 0.49065678 0.35344262 0.25203753 0.1898024 0.29081866 0.25033004
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final inputs: [-0.41308662]
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oet: [-0.55425122]
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hidden inputs: [-2.28255804 -2.21899913 -1.09436443 -0.20200024 -1.09755472 -2.1043612
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hidden Outputs: [ 0.09257784 0.09805729 0.25079732 0.44967096 0.25019835 0.10867366
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final inputs: [ 0.336326]
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oet: [ 1.76159533]
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hidden inputs: [-1.09460271 -1.43146762 -1.58542065 -1.19149322 -1.07874796 -1.00826111
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hidden Outputs: [ 0.25075255 0.19287012 0.17002915 0.23299198 0.25374303 0.26732029
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final inputs: [-0.18591148]
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oet: [ 0.15579317]
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hidden inputs: [-1.32744885 -0.66705142 -0.7818616 -1.22149742 -0.58888231 -0.89172359
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hidden Outputs: [ 0.20958167 0.33915739 0.31391881 0.22767304 0.35689135 0.29075427
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final inputs: [-0.28584271]
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oet: [-0.63739067]
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hidden inputs: [-2.58770994 -1.79807773 -1.45046531 -1.94597757 -1.59266714 -2.76119315
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hidden Outputs: [ 0.06993359 0.14208522 0.18992996 0.12499263 0.16900898 0.05945761
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final inputs: [ 0.0991286]
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oet: [ 2.26341941]
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...,
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oet: [-0.30897492]
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hidden inputs: [-2.49226191 -2.15997726 -1.82358788 -0.78717688 -1.71091329 -1.81345284
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oet: [ 0.0084956]
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hidden inputs: [-1.06214898 -0.67931198 -1.11913019 -0.94741122 -1.59179227 -0.85747165
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oet: [ 1.1916275]
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hidden inputs: [-2.54271123 -1.61350603 -1.53026748 -1.76806095 -1.93284351 -1.93911954
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oet: [-0.86226435]
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final inputs: [ 0.01483304]
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oet: [ 1.05214681]
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final inputs: [-0.20827372]
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oet: [-0.44481993]
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hidden Outputs: [ 0.11643906 0.11199465 0.13961661 0.1739538 0.18964322 0.13942938
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final inputs: [ 0.00756781]
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oet: [-0.1148689]
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hidden inputs: [-0.66410936 -1.17992325 -1.27859772 -1.5166896 -1.14962569 -0.69799536
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final inputs: [-0.31796126]
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oet: [-0.27448877]
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hidden Outputs: [ 0.06367972 0.1648992 0.16760496 0.18811445 0.12181722 0.15479781
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final inputs: [-0.1168256]
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oet: [ 0.30722953]
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oet: [ 0.11323684]
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hidden inputs: [-0.83873958 -0.79653878 -0.76378049 -1.15932032 -0.90349787 -0.62687711
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oet: [-0.34457664]
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oet: [-0.3949142]
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oet: [-0.77592808]
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oet: [ 0.44465938]
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oet: [-0.46749062]
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hidden inputs: [-1.49999699 -1.39057613 -1.35976076 -1.33442872 -1.12655225 -2.11972248
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final inputs: [ 0.00938466]
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oet: [-0.08912047]
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hidden inputs: [-1.98595554 -1.18871072 -1.67718487 -1.62664674 -2.22956518 -1.45362407
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hidden Outputs: [ 0.1206854 0.2334896 0.1574686 0.16429024 0.09712676 0.18944444
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final inputs: [-0.26060537]
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oet: [-0.75634997]
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hidden inputs: [-0.6206551 -0.60103189 -0.16018077 -1.58760423 -0.63717359 -0.09955546
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oet: [-0.25587412]
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...,
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hidden inputs: [-0.53134379 -0.51577296 -0.43495022 -0.86461836 -1.6311729 -0.37363913
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hidden Outputs: [ 0.37020353 0.37384119 0.39294489 0.29637534 0.16366975 0.40766197
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final inputs: [-0.57608719]
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oet: [-0.33612009]
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...,
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hidden inputs: [-0.54311488 -1.48002577 -1.21604802 -0.81192584 -1.50587149 -0.97711234
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final inputs: [-0.09942515]
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oet: [-0.0630065]
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hidden inputs: [-0.37294318 -1.03268639 -0.00298825 -0.87012391 -1.10826847 -0.55477262
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hidden Outputs: [ 0.40783004 0.26256362 0.49925294 0.29522852 0.24819384 0.36475784
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final inputs: [-0.3301742]
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oet: [-0.28432805]
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hidden inputs: [-0.57036006 -1.16409976 -1.31889205 -1.56620826 -1.57037268 -1.06352249
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final inputs: [-0.32154824]
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oet: [-0.63476348]
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hidden inputs: [-1.88465893 -2.50063613 -1.91198905 -1.2739066 -1.32319172 -2.59525349
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hidden Outputs: [ 0.13185466 0.0758136 0.12875756 0.21858924 0.21028776 0.06944452
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final inputs: [ 0.14841026]
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oet: [ 0.16879396]
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hidden inputs: [-1.26753249 -1.42214435 -1.6850505 -1.04932902 -1.40656318 -0.82500496
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hidden Outputs: [ 0.21967994 0.19432564 0.15642786 0.25935397 0.1967767 0.30470228
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final inputs: [-0.24499062]
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oet: [-0.4742597]
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hidden inputs: [-1.03171656 -1.05429927 -1.03641248 -0.97522412 -1.63513866 -0.98037598
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hidden Outputs: [ 0.26275145 0.25840038 0.2618428 0.27384045 0.16312763 0.27281719
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final inputs: [-0.2814253]
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oet: [-0.73001699]
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hidden inputs: [-1.61715224 -1.79215844 -1.85022304 -1.5005419 -1.08219107 -2.23109351
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hidden Outputs: [ 0.16559799 0.1428083 0.13584671 0.18234471 0.2530916 0.09699282
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final inputs: [-0.02623191]
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oet: [ 0.16701834]
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hidden inputs: [-1.06915252 -1.12934576 -1.5834563 -1.26244607 -1.44255696 -1.28791573
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hidden Outputs: [ 0.25556429 0.24428186 0.17030654 0.2205531 0.1911497 0.2162058
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oet: [-0.65932788]
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hidden inputs: [-1.96916381 -2.20992474 -2.06287561 -1.54915112 -2.04093757 -2.19982585
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hidden Outputs: [ 0.12247873 0.09886278 0.11275782 0.17520891 0.1149713 0.09976613
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oet: [-0.94831261]
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hidden inputs: [-1.86957146 -2.20341128 -2.17862169 -1.51231567 -1.99813653 -1.65260944
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hidden Outputs: [ 0.13359132 0.09944457 0.10168676 0.18059586 0.11939871 0.16075659
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final inputs: [-0.0246196]
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oet: [-0.06062927]
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hidden inputs: [-1.53054524 -0.76961598 -0.99819196 -0.87828102 -0.77581718 -0.32663117
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hidden Outputs: [ 0.17791393 0.31656218 0.26929705 0.29353412 0.31522208 0.41906054
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final inputs: [-0.20656857]
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oet: [ 1.50509677]
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hidden inputs: [-2.11410967 -1.27349232 -1.24795691 -1.64809916 -0.60173583 -1.64678716
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hidden Outputs: [ 0.10773298 0.21866001 0.22305401 0.16136602 0.35394666 0.16154365
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final inputs: [ 0.02518375]
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oet: [ 0.61177772]
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hidden inputs: [ 0.45924732 -0.41720464 -0.82815285 -0.37939671 -0.68310072 -0.19596232
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hidden Outputs: [ 0.6128356 0.39718585 0.30403578 0.40627241 0.33556961 0.4511656
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final inputs: [-0.60186504]
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oet: [ 0.11416308]
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hidden inputs: [-2.54619613 -2.61628831 -1.92914609 -1.85270727 -1.60644459 -2.61390831
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hidden Outputs: [ 0.07268245 0.06809746 0.12684513 0.13555535 0.16708282 0.06824865
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final inputs: [ 0.15016314]
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oet: [ 0.66872918]
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hidden inputs: [-1.2929652 -1.44674352 -1.74966304 -1.29035654 -1.22615574 -1.50190506
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hidden Outputs: [ 0.21535134 0.19050325 0.1480897 0.21579247 0.22685497 0.18214156
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final inputs: [-0.06837785]
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oet: [-0.33662827]
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hidden inputs: [-2.24789103 -1.1558552 -1.66084019 -1.79262753 -1.79148057 -2.11272394
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hidden Outputs: [ 0.09553154 0.23942123 0.15964924 0.14275088 0.1428913 0.10786626
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final inputs: [-0.1859324]
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oet: [-0.73730099]
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hidden inputs: [-2.47185968 -2.14893762 -1.92084371 -1.85783085 -1.33426567 -2.14125849
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hidden Outputs: [ 0.07785462 0.10443054 0.12776751 0.13495608 0.20845465 0.10515091
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final inputs: [ 0.07098174]
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oet: [ 1.5362776]
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hidden inputs: [-1.11231578 -0.82835822 -1.19703249 -1.68894972 -1.32966626 -1.78785326
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hidden Outputs: [ 0.24743941 0.30399233 0.23200354 0.15591401 0.20921457 0.14333612
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final inputs: [-0.26174733]
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oet: [-0.52365966]
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...,
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hidden inputs: [-2.49378779 -1.74398519 -1.69923576 -1.14683792 -1.96940344 -1.79111897
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hidden Outputs: [ 0.07629483 0.14880745 0.15456511 0.24106712 0.12245298 0.14293559
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final inputs: [-0.12933612]
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oet: [ 0.49615784]
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...,
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hidden inputs: [-1.57747987 -1.82012277 -1.56171613 -1.46366311 -1.40028085 -2.22898725
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hidden Outputs: [ 0.17115269 0.13941914 0.17340053 0.1879077 0.19777155 0.09717746
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final inputs: [-0.0045691]
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oet: [-0.9793079]
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hidden inputs: [-2.27921723 -2.11389377 -1.91715048 -1.76386799 -2.01677432 -2.97166026
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hidden Outputs: [ 0.09285887 0.10775374 0.12817966 0.14630656 0.11745295 0.04872271
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final inputs: [ 0.06839329]
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oet: [ 0.22675871]
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hidden inputs: [-1.44486899 -2.59243963 -2.12391154 -1.54802753 -2.38678595 -2.42058525
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hidden Outputs: [ 0.19079249 0.06962658 0.10679438 0.17537134 0.0841859 0.08161638
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final inputs: [-0.03781929]
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oet: [-0.95708382]
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hidden inputs: [-0.55450734 -0.52467556 -0.06412396 -1.06908251 -0.07984008 -0.26974893
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hidden Outputs: [ 0.3648193 0.37175958 0.4839745 0.2555776 0.48005058 0.43296873
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final inputs: [-0.37364851]
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oet: [-0.04789678]
Progress: 7.0% ... Training loss: 0.803 ... Validation loss: 1.382[-0.03267726]
X: [ 0. 0. 0.95043892 1.05100987 -0.21168512 0. 0.
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hidden inputs: [-1.15962261 -1.97850034 -1.61325024 -1.36160384 -1.45389635 -1.62642405
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hidden Outputs: [ 0.23873587 0.12147879 0.16613785 0.20397976 0.18940264 0.16432082
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final inputs: [-0.03267726]
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oet: [-0.66452083]
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hidden inputs: [-2.29464509 -1.544847 -1.36031236 -1.46556792 -1.77113199 -1.77945489
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hidden Outputs: [ 0.09156742 0.17583177 0.20418954 0.1876172 0.14540161 0.14437046
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final inputs: [-0.11575138]
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oet: [-0.53734226]
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...,
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hidden inputs: [-2.38626997 -1.8225398 -1.25539166 -1.38644487 -2.19057709 -2.06838316
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hidden Outputs: [ 0.08422569 0.1391294 0.22176821 0.19997592 0.10059987 0.112208
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final inputs: [-0.01729724]
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oet: [-0.07897774]
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oet: [-0.88601657]
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hidden inputs: [-0.72652288 -1.34127858 -1.5634006 -0.98197895 -1.47526127 -0.51500193
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oet: [-0.60039018]
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hidden inputs: [ 0.2516445 -0.28357612 -0.65128447 -0.40563587 -0.00835247 -0.5468595
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hidden Outputs: [ 0.56258123 0.42957726 0.34270014 0.39995902 0.4979119 0.36659334
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final inputs: [-0.53338507]
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oet: [-0.09765635]
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hidden inputs: [-1.36252707 -1.49812449 -1.50724027 -0.67523793 -0.65644113 -1.46568544
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hidden Outputs: [ 0.20382989 0.18270542 0.18134814 0.33732498 0.34153951 0.18759929
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oet: [ 1.58071884]
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hidden inputs: [-1.38776271 -1.75930411 -1.66822222 -0.83446393 -0.92360309 -0.93572085
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final inputs: [-0.17518819]
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oet: [ 0.24981794]
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hidden inputs: [-1.09093646 -1.25302339 -1.98164267 -1.09336921 -1.49473915 -1.08994695
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final inputs: [-0.22714441]
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oet: [ 1.36028093]
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hidden inputs: [-2.51592 -2.47691759 -2.19926268 -1.87841909 -1.59112475 -3.29556799
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hidden Outputs: [ 0.07474964 0.07749227 0.09981672 0.13257057 0.16922571 0.03572355
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final inputs: [ 0.27245066]
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oet: [ 3.3636133]
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hidden inputs: [-1.3201769 -0.9886429 -1.29186864 -0.97123928 -0.74341858 -1.23679845
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hidden Outputs: [ 0.21078886 0.27118021 0.21553669 0.27463356 0.32225705 0.22499375
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final inputs: [-0.19417308]
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oet: [ 0.19162005]
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hidden inputs: [-1.10395497 -1.23127469 -1.40803968 -1.91577493 -1.37747272 -1.19977862
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hidden Outputs: [ 0.24899959 0.2259584 0.19654343 0.12833346 0.2014152 0.2315146
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final inputs: [-0.30924809]
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oet: [ 0.54926953]
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hidden inputs: [-2.10625577 -2.19738908 -1.92462292 -1.46443567 -1.72948972 -2.26903623
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hidden Outputs: [ 0.10849028 0.0999852 0.12734694 0.18778984 0.15065286 0.09372004
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oet: [-1.04562251]
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hidden inputs: [-2.59406438 -2.52051606 -2.52848308 -1.20499663 -2.12884404 -2.05821474
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hidden Outputs: [ 0.0695214 0.07443239 0.07388538 0.23058754 0.10632478 0.11322496
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oet: [ 1.53737687]
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hidden inputs: [-2.41118506 -2.36545515 -2.10503722 -1.40123779 -1.70477562 -2.28175681
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hidden Outputs: [ 0.08232375 0.08584513 0.10860819 0.19761977 0.15384257 0.09264517
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final inputs: [ 0.16477016]
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oet: [ 0.32885186]
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hidden inputs: [-0.91077289 -1.50944855 -1.73604907 -1.43447348 -1.24627809 -1.83128199
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hidden Outputs: [ 0.28684171 0.18102053 0.14981547 0.19240262 0.22334508 0.13808562
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final inputs: [-0.08413117]
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oet: [-0.4642144]
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hidden inputs: [-1.60453091 -0.88089073 -1.09147658 -1.48305884 -0.2967345 -1.63610196
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hidden Outputs: [ 0.16734931 0.29299323 0.25134033 0.18496584 0.42635596 0.16299617
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final inputs: [-0.01027234]
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oet: [ 0.07938904]
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hidden inputs: [-1.49328157 -2.09401012 -1.88492658 -0.9681285 -1.24071711 -1.84421025
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hidden Outputs: [ 0.18342969 0.10968037 0.13182402 0.27525369 0.22431119 0.13655411
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final inputs: [ 0.07457905]
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oet: [ 0.0386421]
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hidden inputs: [-1.34561966 -0.16732928 -0.77412464 -1.03481416 -1.06372749 -0.34102834
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hidden Outputs: [ 0.20658743 0.45826501 0.31558754 0.26215184 0.25659777 0.4155597
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final inputs: [-0.43615368]
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oet: [-0.46502748]
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hidden inputs: [-0.92328198 -1.35363919 -1.46705238 -0.94884368 -0.73449736 -1.05464009
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hidden Outputs: [ 0.28428964 0.20527605 0.18739105 0.27911743 0.32420859 0.25833507
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final inputs: [-0.25541161]
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oet: [-0.77256985]
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hidden inputs: [-2.57364311 -1.71107669 -0.89378115 -0.81068601 -1.04624356 -1.63029906
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hidden Outputs: [ 0.07085409 0.15302412 0.29033015 0.30774433 0.25994709 0.1637894
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final inputs: [ 0.22720649]
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oet: [ 0.09551078]
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hidden inputs: [-2.08797788 -1.76462742 -1.84976667 -1.26689314 -1.86861055 -2.39350524
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hidden Outputs: [ 0.11027081 0.14621173 0.1359003 0.21978956 0.13370258 0.0836693
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final inputs: [ 0.05822363]
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oet: [ 1.03080844]
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hidden inputs: [ 0.21404055 -0.34160615 -0.50269665 -0.24549429 -0.77033863 0.39410038
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oet: [-0.26955604]
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oet: [ 1.30259957]
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hidden inputs: [-0.92530755 -0.57111911 -0.54507659 -0.84849153 -0.274094 -0.46109692
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oet: [ 0.9839686]
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hidden inputs: [-2.35844697 -2.03705959 -2.10620329 -1.19485358 -1.51770925 -1.64061503
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final inputs: [ 0.01627532]
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oet: [-0.11806336]
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hidden inputs: [-0.5245975 -0.56440939 -0.96673239 -1.14878265 -0.69141161 -0.05942041
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oet: [ 0.84536923]
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hidden Outputs: [ 0.47228612 0.27717358 0.32353054 0.46219497 0.23704113 0.3952005
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final inputs: [-0.23065498]
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oet: [-0.32871671]
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hidden inputs: [-1.32044268 -0.55832493 -0.99917861 -0.48478948 -0.33326289 -0.42483272
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hidden Outputs: [ 0.21074465 0.36393513 0.26910295 0.3811218 0.41744692 0.3953609
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final inputs: [-0.25278724]
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oet: [-0.33966278]
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hidden inputs: [-1.47110723 -1.74552799 -1.0028657 -0.67104947 -1.24068081 -1.94274418
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hidden Outputs: [ 0.18677438 0.14861214 0.26837836 0.33826189 0.2243175 0.12534669
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final inputs: [ 0.04262243]
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oet: [ 0.25252957]
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hidden inputs: [-2.5619384 -1.77503944 -1.5737339 -1.79238676 -1.85691463 -2.2729899
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hidden Outputs: [ 0.07162854 0.14491674 0.17168475 0.14278035 0.13506308 0.09338477
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final inputs: [-0.01405518]
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oet: [ 1.82529759]
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oet: [-0.22022486]
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hidden inputs: [-2.67519156 -1.86956323 -2.46039455 -1.31386667 -2.28888212 -2.23334581
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hidden Outputs: [ 0.06445321 0.13359227 0.07868173 0.21184053 0.09204793 0.09679573
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oet: [ 0.09733928]
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hidden inputs: [-1.9782313 -1.46639914 -1.4357539 -0.80376307 -0.86303436 -1.44464099
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oet: [-0.0742012]
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hidden inputs: [-1.83751667 -1.87655236 -1.96888831 -1.3847117 -1.46356415 -1.4977591
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hidden Outputs: [ 0.13734526 0.13278538 0.12250834 0.20025335 0.1879228 0.18275998
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oet: [ 0.92857487]
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hidden inputs: [-0.86385266 -1.50489093 -1.9797342 -1.36220544 -1.22246291 -0.92920194
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oet: [ 0.25805968]
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hidden inputs: [-0.52059968 -0.14852306 -0.49918681 -1.67484476 -0.70371487 -0.31534254
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final inputs: [-0.61857484]
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oet: [-0.42043272]
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hidden Outputs: [ 0.31149674 0.30449884 0.18831112 0.22079004 0.26409836 0.26438031
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oet: [-0.5932098]
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hidden Outputs: [ 0.11721345 0.25014782 0.28030758 0.2338426 0.18696316 0.26714797
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oet: [-0.25374734]
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hidden Outputs: [ 0.48594423 0.43116267 0.40327323 0.457855 0.39115991 0.42116485
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final inputs: [-0.43538222]
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oet: [ 0.28948974]
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hidden inputs: [-2.27393826 -2.89653057 -1.81434605 -0.76179051 -2.11909654 -2.25241199
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hidden Outputs: [ 0.09330451 0.05232534 0.14011369 0.31825765 0.10725455 0.09514161
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oet: [ 2.9819281]
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hidden inputs: [-1.53406231 -0.68768985 -0.81572491 -1.1886723 -0.64741156 -1.25547432
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hidden Outputs: [ 0.1774001 0.33454717 0.30667189 0.23349648 0.34357307 0.22175395
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final inputs: [-0.15350243]
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oet: [ 1.14881254]
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hidden inputs: [-0.83493693 -0.79986128 -0.82843353 -1.59603249 -1.19321387 -1.04983528
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hidden Outputs: [ 0.3026022 0.31005519 0.30397639 0.16853686 0.23268463 0.25925673
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final inputs: [-0.32957469]
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oet: [-0.19671866]
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hidden inputs: [-1.7042178 -1.35035819 -1.65037647 -1.92404798 -2.10139085 -2.34650766
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hidden Outputs: [ 0.1539152 0.20581182 0.16105808 0.12741084 0.10896171 0.08734376
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final inputs: [-0.18881637]
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oet: [-0.82813897]
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hidden inputs: [-1.77685285 -1.70878501 -1.67649811 -1.50945424 -1.87640119 -2.04350701
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hidden Outputs: [ 0.14469218 0.15332137 0.15755973 0.18101969 0.13280279 0.11471011
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final inputs: [-0.08531785]
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oet: [-0.94817666]
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hidden inputs: [-1.6668146 -1.97012187 -0.81026755 -0.46913873 -0.72922954 -1.738927
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hidden Outputs: [ 0.15884934 0.1223758 0.30783349 0.38482012 0.32536382 0.14944928
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final inputs: [ 0.25368373]
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oet: [ 0.50456497]
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hidden inputs: [-1.75485151 -1.34691157 -1.82549538 -1.19011602 -1.62186715 -1.40762791
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hidden Outputs: [ 0.14743632 0.20637575 0.13877578 0.23323819 0.16494753 0.19660847
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final inputs: [-0.07345956]
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oet: [ 0.67182964]
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hidden inputs: [-1.10176343 -1.0674056 -1.16763993 -1.63534983 -1.35532917 -1.16643865
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hidden Outputs: [ 0.24940963 0.25589678 0.23728184 0.16309881 0.20500048 0.23749932
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final inputs: [-0.29187598]
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oet: [ 0.14047044]
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hidden inputs: [-2.62315595 -2.55929761 -2.15231454 -1.83133848 -1.42211837 -2.8980119
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hidden Outputs: [ 0.06766293 0.07180434 0.10411514 0.1380789 0.1943297 0.05225193
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final inputs: [ 0.24860049]
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oet: [ 0.02449929]
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hidden inputs: [-1.76347669 -1.59294928 -1.76711968 -1.98457792 -1.33727094 -2.3702618
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hidden Outputs: [ 0.14635544 0.16896936 0.14590089 0.12083167 0.20795921 0.08546867
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final inputs: [-0.10690029]
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oet: [-0.87146366]
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hidden inputs: [-0.57138029 -1.44526578 -0.69575887 -0.97428846 -0.8739648 -0.73163201
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oet: [-0.74317842]
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...,
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hidden inputs: [-2.32889676 -1.89517311 -2.00010881 -1.22583319 -1.03365856 -2.76560698
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final inputs: [ 0.27845354]
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oet: [-0.04945821]
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hidden inputs: [-2.3806761 -1.48492879 -1.23021267 -1.71480659 -2.2308431 -2.05068036
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hidden Outputs: [ 0.08465816 0.18468411 0.22614421 0.15254132 0.09701476 0.11398365
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final inputs: [-0.13244065]
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oet: [-0.72463606]
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hidden inputs: [-0.39464709 -1.22340281 -1.38176272 -0.9461824 -0.99777423 -0.72126441
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hidden Outputs: [ 0.40259911 0.22733817 0.20072605 0.27965322 0.26937926 0.32711461
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final inputs: [-0.20795055]
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oet: [-0.67117839]
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hidden inputs: [-1.63329462 -2.44820944 -1.12527992 -0.5970633 -1.17767161 -1.51864258
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hidden Outputs: [ 0.16337953 0.07956959 0.24503323 0.35501585 0.23547111 0.17966149
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final inputs: [ 0.13613279]
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oet: [-0.21035554]
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hidden inputs: [-1.86733115 -1.88351553 -1.4284975 -1.42712416 -1.30074799 -1.41289793
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hidden Outputs: [ 0.13385083 0.13198559 0.1933329 0.19354717 0.21403916 0.19577738
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final inputs: [-0.18094124]
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oet: [-0.36740434]
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hidden inputs: [-2.4602046 -1.74847249 -1.42035653 -1.09828044 -2.13391997 -1.75013016
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hidden Outputs: [ 0.0786955 0.14823996 0.1946057 0.25006223 0.10584343 0.14803078
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final inputs: [-0.09131501]
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oet: [-0.55075251]
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hidden inputs: [-2.47288793 -2.40229466 -1.77005294 -1.9884394 -1.43537244 -2.1196994
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hidden Outputs: [ 0.07778083 0.08299788 0.14553575 0.12042206 0.19226298 0.10719684
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final inputs: [ 0.16575638]
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oet: [ 1.11071959]
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hidden inputs: [-1.37042341 -1.76869532 -1.46343661 -0.77282596 -1.44299743 -1.19344348
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hidden Outputs: [ 0.20255145 0.14570465 0.18794227 0.31586811 0.19108161 0.23264364
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final inputs: [-0.09637756]
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oet: [-0.79929055]
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hidden inputs: [-1.88693776 -2.04281223 -2.34469509 -2.10173812 -1.36707848 -2.25672477
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oet: [ 1.8582257]
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...,
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hidden inputs: [-1.95155662 -2.23824384 -1.64100598 -1.57900923 -1.00142357 -1.78963747
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hidden Outputs: [ 0.12438372 0.09636836 0.16232823 0.17093585 0.26866162 0.14311718
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oet: [ 1.07597157]
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hidden inputs: [-1.30753115 -1.43870244 -1.37272551 -1.54896061 -1.08266375 -1.5792828
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hidden Outputs: [ 0.21290027 0.19174636 0.20217986 0.17523644 0.25300226 0.17089708
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final inputs: [-0.13575158]
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oet: [ 1.64928897]
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hidden inputs: [-2.11760976 -1.99196882 -1.37049753 -1.69698094 -1.683791 -2.00102055
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hidden Outputs: [ 0.10739699 0.12004873 0.20253947 0.15485998 0.15659413 0.11909581
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final inputs: [-0.00626934]
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oet: [ 0.04782077]
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hidden inputs: [ 0.2373857 -0.4241616 -0.96827542 -0.35145855 -0.22425167 -0.28463894
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final inputs: [-0.52711046]
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oet: [ 0.59071411]
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hidden inputs: [-1.2777293 -0.77688175 -0.45802032 -0.54159692 -0.56193983 -0.68998493
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hidden Outputs: [ 0.21793699 0.31499233 0.38745556 0.36781618 0.36309874 0.33403642
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final inputs: [-0.1229876]
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oet: [-0.04495711]
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hidden Outputs: [ 0.18907153 0.12420679 0.07254557 0.17303005 0.11584675 0.15892566
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final inputs: [-0.09633242]
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oet: [-0.35829121]
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hidden inputs: [-1.78020952 -1.19304248 -1.1934047 -1.74600529 -0.54626923 -1.82287294
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hidden Outputs: [ 0.14427726 0.23271523 0.23265056 0.14855176 0.36673041 0.1390895
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final inputs: [-0.02719083]
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oet: [ 0.32785588]
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hidden inputs: [-2.33102795 -1.0475039 -1.50588845 -1.16209707 -1.02523545 -1.15086637
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hidden Outputs: [ 0.08858563 0.25970471 0.18154892 0.23828645 0.26400885 0.24033087
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final inputs: [-0.18067767]
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oet: [ 0.61365607]
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hidden inputs: [-1.25222336 -0.57120422 -1.44337381 -1.64227072 -1.44250008 -0.70392845
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hidden Outputs: [ 0.2223155 0.360959 0.19102344 0.16215632 0.1911585 0.33094182
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oet: [ 2.32545966]
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hidden inputs: [-1.17066908 -0.31137703 -0.291301 -1.03864213 -1.40150258 -0.44283648
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hidden Outputs: [ 0.23673407 0.42277866 0.42768539 0.26141208 0.19757778 0.3910653
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oet: [-0.43598941]
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hidden inputs: [-1.35236243 -1.72995502 -1.78601866 -1.7813674 -1.85041032 -1.79839661
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hidden Outputs: [ 0.20548441 0.15059333 0.14356154 0.14413437 0.13582473 0.14204636
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final inputs: [-0.15499225]
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oet: [-0.85645003]
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...,
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hidden inputs: [-1.95947144 -1.27991374 -1.4083999 -0.91420891 -1.09331476 -0.94478403
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hidden Outputs: [ 0.12352426 0.21756491 0.19648656 0.28613934 0.2509946 0.279935
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final inputs: [-0.04491979]
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oet: [ 0.42276763]
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hidden inputs: [-0.28725334 -0.45880012 -0.5808779 -1.96290165 -0.73280537 -0.97791131
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hidden Outputs: [ 0.42867643 0.38727051 0.35873061 0.12315336 0.32457941 0.27330642
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final inputs: [-0.49912364]
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oet: [-0.03819583]
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hidden inputs: [-1.89569199 -1.49266103 -1.52146497 -1.43720705 -1.29949338 -1.25675602
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hidden Outputs: [ 0.13059683 0.18352266 0.1792459 0.19197823 0.21425029 0.22153283
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final inputs: [-0.05938341]
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oet: [ 0.10644788]
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hidden inputs: [-1.24509246 -1.52545874 -1.73214459 -1.10230411 -1.66018116 -1.02529603
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hidden Outputs: [ 0.22355081 0.1786591 0.15031347 0.24930842 0.15973768 0.26399708
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final inputs: [-0.15609918]
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oet: [-0.08902831]
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hidden inputs: [-1.37724957 -1.39258112 -0.63197194 -1.27565825 -0.48172892 -0.88737862
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hidden Outputs: [ 0.20145109 0.19899602 0.34706354 0.21829019 0.38184395 0.29165109
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final inputs: [-0.01098324]
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oet: [ 1.78363426]
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hidden inputs: [-1.93983073 -1.84784709 -1.78620455 -1.27100168 -0.89327336 -1.71947644
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hidden Outputs: [ 0.12566645 0.13612587 0.14353869 0.21908583 0.29043478 0.15193861
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final inputs: [ 0.12486634]
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oet: [ 1.49341911]
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hidden inputs: [-2.64681569 -2.54161998 -2.17353284 -1.38159813 -1.5873928 -2.28727476
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hidden Outputs: [ 0.06618554 0.07299148 0.10215256 0.20075246 0.16975103 0.09218236
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final inputs: [ 0.20438289]
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oet: [ 0.08525605]
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hidden inputs: [-1.82701456 -1.47489442 -0.42766331 -0.31896016 -1.50761599 -1.57525164
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oet: [-0.46325346]
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oet: [ 0.59437608]
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hidden inputs: [-1.92883553 -1.66153171 -1.82160381 -1.08182531 -1.87777032 -1.97580106
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oet: [-0.90766581]
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hidden inputs: [-1.5266606 -0.92738948 -0.89396005 -0.86306578 -1.18454255 -0.9584821
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final inputs: [-0.22324479]
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oet: [-0.77717139]
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hidden inputs: [-1.71255501 -1.50564887 -1.16646827 -0.87030441 -0.66529114 -1.01339995
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hidden Outputs: [ 0.15283261 0.18158453 0.23749395 0.29519097 0.33955203 0.266315
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final inputs: [-0.01542507]
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oet: [-0.23521549]
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hidden inputs: [-2.1410888 -1.28154224 -2.01901764 -1.88027583 -2.00699936 -1.77565773
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hidden Outputs: [ 0.10516688 0.21728781 0.11722061 0.13235719 0.11846999 0.14484014
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final inputs: [-0.16729051]
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oet: [ 0.09858081]
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hidden inputs: [-2.33102795 -1.0475039 -1.50588845 -1.16209707 -1.02523545 -1.15086637
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hidden Outputs: [ 0.08858563 0.25970471 0.18154892 0.23828645 0.26400885 0.24033087
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final inputs: [-0.18067767]
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oet: [ 0.61365607]
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hidden inputs: [-1.61244551 -2.65717205 -1.98489127 -1.19224513 -2.06018401 -2.33089794
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hidden Outputs: [ 0.16624936 0.06554834 0.12079839 0.23285764 0.11302738 0.08859613
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final inputs: [-0.00355573]
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oet: [-0.96378211]
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hidden inputs: [-1.64925921 -1.26368802 -1.63950423 -1.54044936 -1.26844855 -1.86708619
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hidden Outputs: [ 0.1612091 0.22033967 0.16253253 0.17646996 0.21952295 0.13387923
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final inputs: [-0.06680916]
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oet: [ 1.57483349]
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oet: [ 0.89194203]
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hidden inputs: [-1.94574746 -1.39891345 -1.1943435 -1.26006692 -1.44602053 -1.60711003
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oet: [ 0.34518758]
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hidden inputs: [-1.02924601 -1.68920304 -1.48694553 -1.62909307 -1.0448834 -1.5701399
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oet: [-0.42926437]
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hidden inputs: [-1.71175375 -1.959982 -1.04744659 -1.53155365 -2.01875705 -2.20079679
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final inputs: [-0.03146391]
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oet: [-0.97997837]
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hidden inputs: [-2.4246203 -2.26450701 -1.38505459 -1.4999096 -0.9153788 -2.16511039
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hidden Outputs: [ 0.08131444 0.09410544 0.20019844 0.18243901 0.28590043 0.10292763
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final inputs: [ 0.17130718]
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oet: [ 1.37530854]
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hidden inputs: [-1.82577884 -1.31309037 -1.33090367 -1.37092464 -2.05027201 -1.36828817
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hidden Outputs: [ 0.1387419 0.21197017 0.20900993 0.2024705 0.1140249 0.20289656
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final inputs: [-0.20827619]
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oet: [-0.47238273]
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hidden Outputs: [ 0.29312292 0.40678975 0.22921669 0.21312346 0.16643331 0.31403595
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oet: [ 0.07096106]
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hidden inputs: [-1.34688999 -1.71878604 -2.02695687 -1.57632136 -2.21452712 -2.02154158
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hidden Outputs: [ 0.20637928 0.15202759 0.11640155 0.1713171 0.09845351 0.11695968
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final inputs: [-0.16730413]
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oet: [ 0.65541309]
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hidden inputs: [-2.66047393 -1.5497128 -1.86427031 -1.56980857 -2.09645184 -2.26769343
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hidden Outputs: [ 0.06534638 0.17512775 0.13420609 0.17224368 0.10944216 0.09383415
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final inputs: [-0.10307327]
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oet: [ 0.11154635]
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hidden inputs: [-1.78231992 -1.40544858 -1.99346022 -2.01984552 -1.95108292 -2.21831572
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hidden Outputs: [ 0.14401691 0.19695293 0.11989127 0.11713496 0.12443533 0.09811775
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oet: [-0.89602906]
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hidden inputs: [-0.64512183 -0.97012531 -1.2985019 -1.71574391 -0.3641795 -1.53508727
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hidden Outputs: [ 0.34408966 0.27485553 0.21441725 0.15242019 0.4099482 0.17725058
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oet: [-0.28850454]
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hidden inputs: [-1.50926607 -1.38771394 -1.3214497 -1.612258 -1.51585426 -1.85385029
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hidden Outputs: [ 0.18104759 0.19977296 0.2105772 0.16627536 0.18007281 0.13542146
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final inputs: [-0.07695923]
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oet: [ 1.62908801]
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hidden inputs: [-1.48164053 -1.86984119 -1.5864975 -1.52578275 -1.68128615 -1.82223468
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hidden Outputs: [ 0.18517976 0.1335601 0.16987725 0.17861156 0.15692524 0.13916594
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final inputs: [-0.08826645]
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oet: [-0.77432332]
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hidden inputs: [-0.81992762 -1.38845765 -0.70778252 -0.88038322 -1.49861594 -0.65906216
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hidden Outputs: [ 0.30577902 0.1996541 0.33008901 0.29309837 0.18263204 0.34095032
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final inputs: [-0.13447176]
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oet: [-0.0775774]
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hidden inputs: [-1.65218812 -2.03340571 -1.57256979 -1.43752843 -0.90744137 -2.36509844
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hidden Outputs: [ 0.16081344 0.11573991 0.17185036 0.19192838 0.2875237 0.08587313
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final inputs: [ 0.19534011]
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oet: [-0.50111122]
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hidden inputs: [-1.31801151 -1.68319669 -1.38139191 -1.14925873 -1.01562455 -1.07579739
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hidden Outputs: [ 0.21114932 0.15667264 0.20078555 0.2406245 0.26588056 0.25430215
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final inputs: [-0.15427748]
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oet: [ 0.86290868]
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hidden inputs: [-1.40884376 -0.72262608 -1.21342979 -0.83890204 -0.79027221 -0.70066947
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hidden Outputs: [ 0.19641649 0.32681496 0.22909475 0.30176608 0.31211022 0.33166381
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final inputs: [-0.26119409]
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oet: [-0.44151706]
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hidden inputs: [-1.39316597 -0.84600931 -0.37845733 -0.80554182 -0.45002624 -0.67680649
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hidden Outputs: [ 0.19890281 0.30027067 0.40649902 0.30884132 0.38935453 0.33697443
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final inputs: [-0.19777136]
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oet: [ 0.57561919]
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hidden inputs: [-0.04085649 -0.67918638 -1.23975835 -1.30606496 -0.81890674 -0.25551958
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hidden Outputs: [ 0.4897873 0.33644292 0.22447805 0.21314606 0.30599578 0.43646541
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final inputs: [-0.44801958]
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oet: [-0.54137048]
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oet: [-0.06028769]
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hidden inputs: [-1.77273247 -2.12969355 -2.29058984 -1.63108267 -2.11290069 -2.28660396
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oet: [-0.93611166]
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...,
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hidden inputs: [-1.38719011 -1.04693942 -0.89606991 -1.17583961 -1.60826679 -1.27685129
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final inputs: [-0.16973157]
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oet: [-0.68183209]
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hidden inputs: [-1.48980618 -0.62912134 -1.56565063 -1.25319419 -1.7005353 -1.04111999
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hidden Outputs: [ 0.18395082 0.3477098 0.17283731 0.2221477 0.15439536 0.26093395
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final inputs: [-0.38181391]
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oet: [-0.65719366]
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hidden inputs: [-0.65017207 -1.06079918 -0.83459498 -1.4116897 -0.75155931 -0.81860627
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hidden Outputs: [ 0.34295076 0.25715676 0.30267436 0.19596768 0.32048163 0.30605959
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final inputs: [-0.36345831]
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oet: [-0.21245255]
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hidden inputs: [-1.11791781 -1.91076002 -1.58746215 -1.19895408 -1.60696192 -1.817
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hidden Outputs: [ 0.24639771 0.12889549 0.16974125 0.23166133 0.16701084 0.13979424
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oet: [-0.9441356]
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hidden inputs: [-0.64533249 -0.55823645 -0.04444619 -0.44450768 -0.48457776 0.1203709
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hidden Outputs: [ 0.34404212 0.36395561 0.48889028 0.39066741 0.38117174 0.53005644
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final inputs: [-0.29201221]
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oet: [ 0.59267726]
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hidden inputs: [-0.6936473 -0.20571253 -0.70300946 -1.94166713 -1.07611663 -0.95272981
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hidden Outputs: [ 0.33322221 0.44875246 0.33114533 0.12546482 0.25424161 0.27833617
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final inputs: [-0.56786709]
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oet: [-0.33882713]
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hidden inputs: [-2.33102795 -1.0475039 -1.50588845 -1.16209707 -1.02523545 -1.15086637
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hidden Outputs: [ 0.08858563 0.25970471 0.18154892 0.23828645 0.26400885 0.24033087
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final inputs: [-0.18067767]
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oet: [ 0.61365607]
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hidden inputs: [-1.42204409 -1.15998068 -0.83534003 -1.27441013 -1.30724951 -1.71439153
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oet: [-0.35716737]
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hidden inputs: [-1.34577198 -0.51312099 -0.83734999 -0.80768116 -0.72844341 -0.22608387
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hidden Outputs: [ 0.20656246 0.37446218 0.3020932 0.30838485 0.3255364 0.44371856
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oet: [-0.15512536]
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...,
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hidden inputs: [-1.8762843 -1.01317258 -1.62842966 -0.90321666 -1.2325419 -0.96152918
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final inputs: [-0.2569327]
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oet: [ 0.46938886]
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hidden inputs: [-0.21890852 -0.17701091 -0.63314644 -0.85843668 -0.81171902 -0.22741397
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hidden Outputs: [ 0.44549038 0.45586246 0.34679744 0.29766607 0.3075243 0.44339027
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final inputs: [-0.67705351]
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oet: [-0.35092794]
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hidden inputs: [-1.7321558 -2.13590524 -1.31234986 -1.33172705 -2.14427798 -2.38446264
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hidden Outputs: [ 0.15031204 0.10565569 0.21209389 0.20887383 0.10486714 0.0843652
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final inputs: [ 0.02118379]
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oet: [-0.91133884]
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hidden inputs: [-1.58463154 -1.88450707 -1.71406874 -1.64257893 -1.93850116 -1.73808413
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hidden Outputs: [ 0.17014054 0.13187204 0.15263673 0.16211445 0.12581261 0.14955645
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final inputs: [-0.10922]
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oet: [ 0.08461474]
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hidden inputs: [-1.41218525 -0.58916153 -1.50109543 -1.76236753 -1.38728102 -1.12666764
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hidden Outputs: [ 0.19588961 0.35682726 0.1822622 0.14649407 0.19984218 0.2447766
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final inputs: [-0.33738764]
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oet: [-0.70161992]
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hidden inputs: [-0.66489018 -0.99608651 -1.27947363 -1.26321542 -0.66536401 -0.58846567
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hidden Outputs: [ 0.33964196 0.26971156 0.21763984 0.22042087 0.33953569 0.35698698
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final inputs: [-0.2581351]
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oet: [-0.538298]
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hidden inputs: [-1.36728196 -1.32718685 -0.63101784 -1.11123402 -1.20643952 -0.77474712
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hidden Outputs: [ 0.20305934 0.20962507 0.34727978 0.2476409 0.23033164 0.3154531
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final inputs: [-0.32355725]
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oet: [ 0.19420393]
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hidden inputs: [-0.77824148 -1.39572996 -1.43181847 -1.47120779 -1.18173203 -1.30681782
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hidden Outputs: [ 0.31469901 0.19849458 0.1928155 0.1867591 0.23474092 0.21301983
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0.18528633 0.25237953 0.22941543 0.2091502 0.11843429 0.17012314
0.21017725]
final inputs: [-0.14804777]
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oet: [ 0.78500924]
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X: [ 1. 0. 0.63884145 0.7918483 0.03189788 0. 0.
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...,
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hidden inputs: [-1.83333265 -2.26845481 -2.13286802 -1.4764771 -1.61409187 -2.0474244
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hidden Outputs: [ 0.13784174 0.09376944 0.10594303 0.18596012 0.16602129 0.11431289
0.18498362 0.1238539 0.14382888 0.12338192 0.14750479 0.08073031
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final inputs: [-0.02658964]
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oet: [-0.92420903]
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...,
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hidden inputs: [-2.15927292 -1.88411467 -1.6102942 -1.1079278 -0.85324975 -1.73381972
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hidden Outputs: [ 0.10346788 0.13191697 0.16654777 0.24825741 0.29875159 0.15009965
0.41409397 0.25460116 0.35463915 0.09679812 0.33517428 0.158121
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final inputs: [ 0.18440061]
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oet: [ 1.86941627]
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X: [ 0. 0. -1.33460919 0.37718977 -0.82146002 1. 0.
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...,
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hidden inputs: [-0.71219653 -1.09236025 -1.09211133 -1.61632768 -1.36535973 -1.1344078
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hidden Outputs: [ 0.32911367 0.25117409 0.25122091 0.16571195 0.20337059 0.24334857
0.14473222 0.22342336 0.16274639 0.354527 0.15794863 0.35971805
0.16712585 0.27596704 0.25141214 0.23382809 0.32934573 0.21201064
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final inputs: [-0.42469673]
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[ 0.12640251]
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oet: [-0.60879778]
Progress: 7.5% ... Training loss: 0.785 ... Validation loss: 1.316[ 0.09447491]
X: [ 1. 0. 1.15817056 -0.60762422 -0.21168512 0. 0.
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...,
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hidden inputs: [-1.59399735 -1.07423006 -1.03646685 -0.99900347 -0.91038273 -0.98284805
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hidden Outputs: [ 0.16882224 0.25459948 0.26183229 0.2691374 0.28692153 0.27232703
0.4454799 0.20396507 0.3853286 0.17170423 0.24515464 0.25578651
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final inputs: [ 0.09447491]
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oet: [ 0.48184295]
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...,
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hidden inputs: [-1.52007892 -0.90071016 -0.93622501 -1.83901688 -1.36009879 -1.55574146
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hidden Outputs: [ 0.1794499 0.28890458 0.2816635 0.13716761 0.20422425 0.17425857
0.16247521 0.20604937 0.20293443 0.25735062 0.18509857 0.24202035
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final inputs: [-0.21535497]
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oet: [-0.47633006]
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X: [ 1. 0. 0.8465731 0.7918483 1.13047356 0. 0.
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...,
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hidden inputs: [-1.15270512 -1.73298801 -1.15392595 -2.02813435 -0.62847557 -1.31659429
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hidden Outputs: [ 0.23999533 0.15020578 0.23977272 0.1162805 0.34785628 0.21138547
0.44418604 0.25034496 0.28887651 0.15121792 0.24064474 0.17598797
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final inputs: [ 0.02287771]
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oet: [ 2.36172253]
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...,
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hidden inputs: [-1.01266922 -1.04326211 -1.0325813 -0.98112766 -1.6376448 -0.96714144
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hidden Outputs: [ 0.2664578 0.26052106 0.26258397 0.27266809 0.16278579 0.27545064
0.12465168 0.20780285 0.18754322 0.18583123 0.16020495 0.19638193
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final inputs: [-0.24336287]
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oet: [-0.76807941]
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hidden inputs: [-2.16898399 -2.00625338 -1.50904928 -0.58829895 -1.41206404 -1.63508804
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hidden Outputs: [ 0.10257052 0.11854792 0.18107973 0.35702525 0.19590871 0.16313454
0.27260776 0.23075777 0.21519141 0.06311004 0.21406859 0.14082763
0.32455762 0.13637934 0.12876843 0.09847147 0.15161306 0.23551163
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final inputs: [ 0.18946842]
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oet: [ 1.08700756]
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hidden inputs: [-0.52350402 -0.59215481 -1.15351147 -1.35870257 -1.22775998 -0.93062282
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hidden Outputs: [ 0.37203324 0.35614059 0.23984828 0.20445125 0.22657372 0.28279838
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final inputs: [-0.41278706]
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oet: [-0.53249855]
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oet: [-0.08521401]
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hidden inputs: [-1.10509342 -1.17818122 -0.74583023 -1.28410675 -0.4727118 -1.02794677
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hidden Outputs: [ 0.24878676 0.23537938 0.32173055 0.21685198 0.3839746 0.26348236
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oet: [ 1.63123538]
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hidden inputs: [-1.49778225 -1.82938437 -1.37496195 -1.1385391 -1.47928854 -1.61997075
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oet: [-0.33274021]
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hidden Outputs: [ 0.28372523 0.16124102 0.47535278 0.62433193 0.31051386 0.3203405
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final inputs: [ 0.3634302]
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oet: [ 0.56572324]
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final inputs: [ 0.06543509]
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oet: [ 0.58255249]
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hidden Outputs: [ 0.24137407 0.14445395 0.13940243 0.11395468 0.14131828 0.13115279
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final inputs: [-0.12300702]
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oet: [-0.89394832]
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hidden Outputs: [ 0.13907899 0.14360504 0.19715418 0.2443675 0.27380024 0.18912455
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final inputs: [ 0.07169935]
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oet: [ 2.64368426]
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hidden inputs: [-0.1762437 -0.40117362 -0.95571099 -0.4000067 -0.43702248 -0.06920894
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hidden Outputs: [ 0.45605277 0.4010304 0.27773775 0.40131073 0.39245068 0.48270467
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final inputs: [-0.48841688]
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oet: [-0.53956457]
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hidden inputs: [-0.50447468 -1.17705325 -1.35395935 -1.12151797 -1.24350611 -0.87687653
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hidden Outputs: [ 0.37648968 0.23558244 0.20522382 0.24572982 0.22382629 0.29382546
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final inputs: [-0.18700996]
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oet: [ 0.82948449]
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hidden inputs: [-2.09881846 -1.6546747 -1.41256523 -1.87985917 -1.84133158 -2.41233643
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hidden Outputs: [ 0.10921171 0.16047815 0.19582977 0.13240505 0.13689388 0.08223681
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oet: [-0.42169668]
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hidden inputs: [-2.42973484 -2.66329161 -2.56213309 -1.58622615 -2.02015579 -2.54636406
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hidden Outputs: [ 0.08093319 0.0651745 0.07161559 0.16991551 0.11710288 0.07267113
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final inputs: [ 0.1679365]
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oet: [ 2.2717943]
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hidden inputs: [-2.21026057 -1.13760111 -1.35998091 -1.55754455 -0.66408851 -1.61235073
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hidden Outputs: [ 0.09883286 0.24276107 0.2042434 0.17399927 0.33982178 0.1662625
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final inputs: [ 0.16856707]
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oet: [-0.01124148]
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hidden inputs: [-0.84557724 -1.38001174 -1.34236828 -1.19685425 -1.352599 -0.98891682
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hidden Outputs: [ 0.30036145 0.20100711 0.20712087 0.2320353 0.20544579 0.27112608
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final inputs: [-0.28139273]
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oet: [-0.70248428]
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hidden inputs: [-1.24873428 -0.85154957 -0.58966043 -1.17785619 -0.53718303 -0.87532707
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hidden Outputs: [ 0.22291932 0.2991079 0.35671277 0.23543788 0.36884312 0.29414706
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final inputs: [-0.13023849]
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oet: [-0.31335902]
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hidden inputs: [-1.66102259 -2.00790578 -1.63641546 -0.85055871 -1.40641605 -1.97187165
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final inputs: [ 0.0639327]
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oet: [-1.08088804]
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hidden inputs: [-0.18814342 -0.94919006 -1.29112104 -1.49881464 -1.21922727 -1.34761258
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hidden Outputs: [ 0.4531024 0.27904774 0.21566312 0.18260238 0.22807247 0.20626096
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final inputs: [-0.41785149]
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oet: [-0.58807774]
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hidden inputs: [-2.56638556 -2.04241966 -1.69801686 -1.05513818 -1.30783891 -2.28376864
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hidden Outputs: [ 0.07133337 0.11482058 0.15472445 0.25823965 0.2128487 0.09247619
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final inputs: [ 0.29414134]
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oet: [ 0.95476935]
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hidden inputs: [-0.96493176 -0.23696708 -0.3842572 -1.87795832 -0.42897127 -0.48209484
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hidden Outputs: [ 0.27589186 0.4410339 0.40510052 0.13262356 0.39437201 0.38175758
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final inputs: [-0.43519688]
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oet: [ 0.24519995]
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hidden inputs: [-2.25972862 -1.41405074 -1.70512482 -1.6393254 -1.66664504 -2.56326931
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hidden Outputs: [ 0.09451359 0.19559594 0.15379712 0.16255688 0.15887199 0.07154008
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final inputs: [ 0.05836993]
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oet: [ 0.11549483]
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...,
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hidden inputs: [-3.00314801 -2.12814652 -1.99018002 -1.8239936 -1.95046749 -2.43927801
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hidden Outputs: [ 0.04728386 0.10639108 0.12023782 0.13895536 0.12450239 0.08022617
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final inputs: [ 0.21505573]
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oet: [ 0.48254936]
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...,
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hidden inputs: [-2.74378795 -2.40015723 -1.46414269 -1.14002676 -1.71337916 -2.72915348
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hidden Outputs: [ 0.06043844 0.08316071 0.18783453 0.24231545 0.15272594 0.06127484
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final inputs: [ 0.38873035]
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oet: [ 2.93860248]
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...,
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hidden inputs: [-1.36185815 -1.42273911 -1.60483927 -2.21853973 -1.60142955 -2.03207366
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hidden Outputs: [ 0.20393847 0.19423254 0.16730635 0.09809793 0.16778191 0.11587631
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final inputs: [-0.22066944]
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oet: [ 0.70326534]
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hidden inputs: [-0.77934216 -0.88231233 -0.69546913 -1.98907474 -1.33020423 -1.08798526
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hidden Outputs: [ 0.31446168 0.29269884 0.33281754 0.12035478 0.20912558 0.25199786
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final inputs: [-0.39906303]
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oet: [-0.57930092]
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hidden inputs: [-1.75822662 -1.10142104 -0.15057605 -0.87002848 -0.54006064 -1.46174158
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hidden Outputs: [ 0.14701258 0.24947373 0.46242695 0.29524838 0.36817348 0.1882011
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final inputs: [ 0.2993617]
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oet: [ 0.78415731]
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hidden inputs: [-1.09732702 -1.39778056 -1.43728515 -1.2061975 -1.60706856 -0.91111152
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hidden Outputs: [ 0.25024106 0.19816854 0.19196611 0.23037455 0.166996 0.28677244
0.32156071 0.26699135 0.18706955 0.10415632 0.2838138 0.27486577
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final inputs: [-0.09327759]
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oet: [ 0.83498713]
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hidden inputs: [-0.37654174 -1.04187893 -0.97614623 -1.06931966 -1.09191151 -0.70987844
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hidden Outputs: [ 0.40696126 0.26078762 0.27365712 0.25553249 0.2512585 0.3296257
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final inputs: [-0.33880324]
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oet: [-0.18197706]
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hidden inputs: [-2.81154503 -2.74709236 -1.91402681 -1.59996177 -1.19343168 -2.50792444
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hidden Outputs: [ 0.05670348 0.06025107 0.12852914 0.16798696 0.23264575 0.07530451
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final inputs: [ 0.29569447]
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oet: [ 0.33575394]
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hidden inputs: [-1.06538471 -0.89751316 -0.9206215 -0.76036626 -0.62904394 -0.27109703
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hidden Outputs: [ 0.25628177 0.28956181 0.28483128 0.31856675 0.34772735 0.43263779
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final inputs: [-0.13951981]
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oet: [ 0.14799289]
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oet: [ 0.04190686]
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oet: [-0.33873981]
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oet: [-0.20411057]
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oet: [ 0.47972578]
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oet: [-0.07780645]
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hidden Outputs: [ 0.43529876 0.25811041 0.35881078 0.46263602 0.21736497 0.29442321
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oet: [ 1.86383594]
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oet: [-0.70743955]
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oet: [ 1.17529674]
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hidden inputs: [-2.27559104 -1.65571872 -1.45354271 -1.6243708 -2.34237939 -1.99066327
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hidden Outputs: [ 0.09316478 0.16033754 0.18945694 0.16460296 0.08767341 0.12018671
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oet: [-0.26116822]
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hidden inputs: [-1.09379525 -1.22156568 -1.74769149 -1.32800656 -1.29241354 -1.09226617
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hidden Outputs: [ 0.25090428 0.22766104 0.14833861 0.2094893 0.21544457 0.25119178
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final inputs: [-0.25825662]
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oet: [-0.29008896]
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hidden inputs: [-0.19597729 0.09154054 -0.64065082 -1.18162253 -1.20358027 -0.07421199
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hidden Outputs: [ 0.45116189 0.52286917 0.34509944 0.23476059 0.23083892 0.48145551
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final inputs: [-0.68826472]
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oet: [-0.34522978]
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hidden inputs: [-1.24138333 -0.9690114 -0.95196805 -1.33642218 -0.42492371 -1.50246083
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final inputs: [ 0.03856793]
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oet: [-0.21202569]
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hidden inputs: [ 0.5355158 -0.50060065 -0.26114719 -1.38089329 -0.73064632 -0.32730976
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hidden Outputs: [ 0.63076866 0.37739952 0.43508172 0.20086557 0.32505291 0.41889534
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final inputs: [-0.53249765]
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oet: [-0.1812396]
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hidden Outputs: [ 0.06925383 0.06013031 0.14213907 0.23202644 0.19404671 0.06015744
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final inputs: [ 0.37943485]
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oet: [ 1.48693812]
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hidden inputs: [-1.65615099 -1.80536147 -1.62029104 -1.70691344 -1.53502248 -2.1940603
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hidden Outputs: [ 0.16027936 0.14119967 0.16516474 0.15356449 0.17726002 0.10028515
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final inputs: [-0.02413963]
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oet: [-0.82191098]
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hidden inputs: [-1.41466456 -1.445481 -1.79184559 -1.22035989 -1.1714021 -0.92568386
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hidden Outputs: [ 0.19549937 0.19069802 0.1428466 0.22787312 0.23660164 0.28380119
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final inputs: [-0.0692071]
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oet: [-0.82094796]
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hidden inputs: [-1.15070978 -0.97514224 -0.85600165 -1.12429302 -0.41605867 -0.58982856
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hidden Outputs: [ 0.24035946 0.27385673 0.29817539 0.24521584 0.39746026 0.35667419
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final inputs: [-0.07783109]
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oet: [-0.08460057]
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...,
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hidden inputs: [-1.07587446 -1.36667954 -1.0222745 -1.61277839 -0.46094514 -0.91363252
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hidden Outputs: [ 0.25428753 0.20315685 0.26458459 0.16620323 0.38676163 0.28625709
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oet: [ 1.22895859]
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...,
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hidden inputs: [-1.90223002 -1.50317481 -1.03356957 -1.01669821 -1.69046059 -1.92074387
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hidden Outputs: [ 0.12985629 0.18195249 0.26239265 0.26567105 0.15571528 0.12777864
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final inputs: [ 0.24487243]
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oet: [ 1.79791834]
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...,
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hidden inputs: [-2.18118447 -2.46321198 -2.07339132 -1.32380404 -1.5994835 -2.44372572
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hidden Outputs: [ 0.1014529 0.07847774 0.11171007 0.2101861 0.16805382 0.07989859
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final inputs: [ 0.1800159]
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oet: [ 1.58160901]
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hidden inputs: [-1.13345558 -0.88702026 -0.85846119 -1.77355342 -1.05468934 -1.46668256
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hidden Outputs: [ 0.24352395 0.29172512 0.29766095 0.14510098 0.25832564 0.18744737
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final inputs: [-0.1548927]
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oet: [-0.70769707]
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hidden inputs: [-1.58778285 -1.59827199 -1.47538046 -1.40246201 -2.27976926 -2.18493111
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hidden Outputs: [ 0.16969606 0.16822327 0.18612619 0.19742572 0.09281238 0.10111187
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final inputs: [-0.04254202]
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oet: [-0.99095249]
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hidden inputs: [-1.78762812 -0.85381681 -1.33683863 -2.02347929 -1.17608392 -1.23441652
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hidden Outputs: [ 0.14336377 0.29863281 0.20803042 0.1167597 0.23575705 0.22540937
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final inputs: [-0.23140026]
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oet: [-0.04680557]
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hidden inputs: [-1.19928716 -1.045362 -0.59627483 -0.95122582 -0.5874369 -0.24335595
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hidden Outputs: [ 0.23160205 0.26011672 0.35519642 0.27863837 0.35722317 0.4394595
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final inputs: [-0.02798444]
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oet: [ 0.38929311]
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hidden inputs: [-1.13571011 -1.29491627 -0.84420733 -0.96285865 -0.67046815 -0.91965633
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hidden Outputs: [ 0.24310886 0.21502184 0.30064941 0.27630621 0.33839202 0.28502792
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final inputs: [ 0.01417079]
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oet: [ 1.89630663]
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hidden inputs: [-2.23485615 -1.47903723 -1.1554275 -0.53018194 -0.93455861 -2.02644239
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hidden Outputs: [ 0.09666377 0.18557288 0.23949912 0.37047445 0.28200079 0.11645448
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final inputs: [ 0.25201002]
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oet: [ 0.07070726]
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hidden inputs: [-2.05370199 -2.09416656 -2.44624467 -1.3536081 -1.71534439 -1.76857245
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hidden Outputs: [ 0.11367885 0.1096651 0.0797136 0.20528112 0.15247181 0.14571995
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oet: [-0.73023063]
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hidden inputs: [-1.30485516 -0.88776719 -1.41657545 -1.66086594 -1.52403465 -1.06916881
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hidden Outputs: [ 0.21334904 0.29157082 0.19519901 0.15964579 0.17886817 0.25556119
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oet: [-0.04120406]
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hidden inputs: [-1.20239867 -1.93810283 -1.19634194 -1.8475629 -2.05031935 -1.9936867
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hidden Outputs: [ 0.23104878 0.12585643 0.2321266 0.13615929 0.11402012 0.11986737
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final inputs: [-0.10123087]
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oet: [-0.82751558]
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hidden inputs: [-0.98997904 -0.67563004 -1.24221096 -0.90227177 -0.71991503 -0.11631958
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hidden Outputs: [ 0.27091622 0.33723733 0.22405137 0.28858387 0.32741169 0.47095285
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final inputs: [-0.35231368]
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oet: [-0.66464166]
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hidden inputs: [-1.46020737 -2.25123742 -1.80177022 -1.92470863 -1.77881629 -2.07480031
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final inputs: [ 0.00557434]
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oet: [-0.18454517]
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hidden inputs: [-1.88894182 -2.02780266 -1.24758269 -0.99143026 -0.83792146 -1.37660731
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final inputs: [ 0.24585412]
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oet: [ 0.67227321]
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hidden Outputs: [ 0.09430938 0.14374701 0.21147871 0.35882083 0.23037795 0.20680639
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final inputs: [ 0.28688955]
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oet: [ 1.17151727]
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hidden inputs: [-1.38128623 -1.0113241 -0.84491886 -0.40640246 -0.98882994 -1.25353887
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hidden Outputs: [ 0.20080251 0.2667208 0.30049983 0.39977506 0.27114325 0.22208814
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final inputs: [ 0.24492964]
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oet: [ 1.18591191]
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hidden inputs: [-1.54784924 -1.67129954 -1.6792409 -0.70635003 -0.93372819 -1.05133402
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hidden Outputs: [ 0.17539712 0.15825099 0.15719601 0.33040585 0.28216896 0.25896901
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final inputs: [ 0.02101997]
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oet: [ 1.86189217]
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hidden inputs: [-1.52037691 -0.27905299 -0.51442621 -1.40830817 -0.83961405 -0.71821098
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hidden Outputs: [ 0.17940602 0.43068596 0.37415649 0.19650104 0.30161607 0.32778706
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final inputs: [-0.29937285]
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oet: [ 0.2653937]
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hidden inputs: [-2.58024627 -1.86082773 -1.55780049 -1.64888694 -1.78352528 -2.1133418
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hidden Outputs: [ 0.07042061 0.1346066 0.17396249 0.16125944 0.14386838 0.10780682
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final inputs: [ 0.04021812]
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oet: [ 0.46994307]
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hidden inputs: [-2.34667301 -1.60761709 -1.0740212 -1.37306125 -1.74755859 -1.622319
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oet: [-0.19007468]
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hidden inputs: [-1.13563324 -1.07931225 -1.31585464 -1.35845871 -1.04057986 -1.07686598
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final inputs: [-0.14366903]
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oet: [-0.42672877]
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hidden inputs: [-1.18349593 -1.2538537 -0.18160797 -0.57604898 -0.42837197 -0.58245564
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final inputs: [-0.12618886]
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oet: [ 0.1897925]
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hidden Outputs: [ 0.06864891 0.1277999 0.1380197 0.26208296 0.24172193 0.14568554
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final inputs: [ 0.30450544]
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oet: [ 1.42404113]
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hidden Outputs: [ 0.10241281 0.12998769 0.15770311 0.18050522 0.29175416 0.13829805
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final inputs: [ 0.13906948]
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oet: [ 3.56866421]
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hidden inputs: [-1.64905864 -1.16768294 -0.25859966 -1.32629901 -0.73070323 -0.95055505
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hidden Outputs: [ 0.16123622 0.23727406 0.43570797 0.20977221 0.32504043 0.27877321
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final inputs: [-0.03044998]
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oet: [ 0.01687084]
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hidden inputs: [-1.73886555 -0.30674931 -1.29377105 -1.41107818 -1.69868905 -0.95709979
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hidden Outputs: [ 0.14945709 0.42390839 0.21521521 0.19606406 0.15463656 0.27745924
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final inputs: [-0.37955365]
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oet: [-0.60432335]
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...,
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hidden Outputs: [ 0.08888339 0.13556728 0.3370525 0.52663404 0.20263456 0.14615404
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oet: [ 1.6365127]
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hidden Outputs: [ 0.34391157 0.27606307 0.35559369 0.28859601 0.1786328 0.26164252
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oet: [-0.80602248]
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hidden inputs: [-1.37968703 -1.93780696 -2.1718357 -1.49766449 -1.7926869 -1.96449133
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hidden Outputs: [ 0.20105927 0.12588898 0.10230832 0.18277411 0.14274362 0.1229818
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final inputs: [ 0.00061788]
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oet: [-0.86872071]
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hidden inputs: [-1.05314617 -1.0817306 -0.94422265 -1.59608952 -0.99619892 -1.2481175
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hidden Outputs: [ 0.25862141 0.25317866 0.28004818 0.16852887 0.26968942 0.22302618
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oet: [-0.26824534]
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final inputs: [-0.49115117]
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oet: [-0.53683028]
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hidden inputs: [-2.54111333 -1.81492073 -1.31708022 -1.4938889 -1.90404392 -2.28546223
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final inputs: [ 0.02891037]
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oet: [-0.31262926]
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hidden Outputs: [ 0.15976752 0.21884779 0.16219991 0.17714641 0.21999499 0.13281553
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final inputs: [ 0.00392931]
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oet: [ 1.50409502]
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final inputs: [ 0.08064916]
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oet: [-0.02255857]
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hidden inputs: [-0.77313242 -0.9879044 -1.80289828 -1.29560205 -1.17046429 -0.88108096
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hidden Outputs: [ 0.31580189 0.2713262 0.14149863 0.21490612 0.23677107 0.29295383
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final inputs: [-0.36307035]
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oet: [-0.45541498]
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hidden inputs: [-1.03226687 -1.76350258 -1.29403772 -0.84434152 -1.14256951 -1.46216818
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hidden Outputs: [ 0.26264486 0.14635221 0.21517017 0.3006212 0.24184891 0.18813593
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final inputs: [ 0.10713734]
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oet: [-0.15930788]
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hidden inputs: [-0.18185011 -0.90605241 -1.28103353 -1.01878924 -0.93836759 0.01887332
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hidden Outputs: [ 0.45466234 0.28780832 0.21737434 0.26526331 0.2812302 0.50471819
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oet: [-0.30700149]
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hidden inputs: [-1.3897287 -0.91101136 -1.03273616 -1.20943245 -1.44949489 -0.90209775
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hidden Outputs: [ 0.19945107 0.28679293 0.26255399 0.22980149 0.19007932 0.2886196
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final inputs: [-0.32091958]
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oet: [-0.51410491]
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hidden inputs: [-1.72809088 -1.05612795 -1.12557051 -0.98111134 -1.43540215 -1.14522883
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hidden Outputs: [ 0.15083194 0.2580501 0.24497947 0.27267132 0.19225836 0.24136164
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final inputs: [-0.06329287]
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oet: [-0.46300048]
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hidden inputs: [-1.91553496 -1.79132132 -1.28490583 -1.4090772 -1.14132443 -1.62467605
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final inputs: [ 0.0680711]
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oet: [-0.2746072]
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hidden inputs: [-1.08690632 -0.3965014 -1.17483206 -1.74486076 -1.39481167 -1.30778393
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final inputs: [-0.3175001]
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oet: [-0.34661966]
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hidden inputs: [-1.4392637 -1.1484444 -1.0597673 -1.96613589 -1.29482967 -2.00631965
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hidden Outputs: [ 0.19165939 0.24077333 0.25735393 0.12280454 0.21503646 0.11854099
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final inputs: [-0.03286209]
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oet: [ 0.19018769]
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hidden inputs: [-2.01448128 -1.61694679 -1.97318567 -0.99266256 -1.23740638 -1.57346591
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hidden Outputs: [ 0.11769084 0.16562638 0.12204713 0.27038649 0.22488777 0.17172286
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final inputs: [ 0.18627952]
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oet: [ 1.28315342]
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hidden inputs: [-1.47905648 -1.87239378 -1.25523999 -1.70414785 -1.86750438 -1.85799143
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hidden Outputs: [ 0.18556998 0.13326499 0.22179439 0.15392431 0.13383075 0.13493734
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final inputs: [-0.01773891]
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oet: [-0.98267727]
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hidden inputs: [-1.42444016 -1.80263434 -2.06298919 -1.3333143 -1.97311575 -1.71982068
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hidden Outputs: [ 0.19396645 0.14153069 0.11274646 0.20861167 0.12205462 0.15189426
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final inputs: [-0.06545505]
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oet: [-0.92944807]
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oet: [ 1.68374114]
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hidden inputs: [-1.58256234 -0.90021088 -1.05196046 -1.76237492 -1.68428059 -1.58834955
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hidden Outputs: [ 0.1704329 0.28900716 0.25884882 0.14649315 0.15652948 0.16961623
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oet: [-0.26595486]
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hidden inputs: [-2.4963403 -1.92062226 -1.81991431 -1.11918598 -0.88286431 -2.11312714
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hidden Outputs: [ 0.07611514 0.12779219 0.13944416 0.24616231 0.29258458 0.10782746
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final inputs: [ 0.41012201]
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oet: [ 0.19376113]
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hidden inputs: [-2.2482778 -2.63374437 -2.10260918 -1.00330874 -1.62110048 -2.57170297
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final inputs: [ 0.21944091]
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oet: [ 1.05703507]
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hidden Outputs: [ 0.15334805 0.11891441 0.1693604 0.1867546 0.162063 0.20227756
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final inputs: [-0.03984197]
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oet: [ 1.20605683]
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oet: [ 0.64109949]
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hidden inputs: [-1.95710687 -1.41440547 -0.92855607 -1.19424186 -1.81067627 -1.5494304
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hidden Outputs: [ 0.12378049 0.19554013 0.28321775 0.23250114 0.14055641 0.17516855
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final inputs: [-0.05733327]
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oet: [-0.53511676]
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hidden Outputs: [ 0.1892312 0.11263995 0.21658352 0.20060892 0.24535224 0.1713677
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final inputs: [ 0.13573807]
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oet: [ 0.42404061]
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hidden inputs: [-1.60403899 -2.26316138 -2.58990785 -1.67499183 -1.97725026 -2.08404382
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hidden Outputs: [ 0.16741787 0.09422022 0.06979076 0.15775977 0.12161227 0.11065738
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final inputs: [ 0.01049721]
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oet: [-1.0219395]
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hidden Outputs: [ 0.15172367 0.13684332 0.1830377 0.18065103 0.23563248 0.08935918
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oet: [ 1.89250131]
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hidden inputs: [-1.45638187 -1.20745033 -1.33063721 -1.25691241 -1.19658956 -1.20540442
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oet: [ 0.06802034]
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hidden inputs: [-1.67748664 -2.17656121 -2.27119649 -1.9198716 -2.01934264 -2.21923384
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hidden Outputs: [ 0.15742857 0.10187513 0.09353672 0.12787589 0.11718698 0.09803653
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final inputs: [ 0.0191803]
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oet: [ 0.08301473]
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hidden inputs: [-2.16192472 -2.13886591 -1.80246315 -1.82979349 -1.38887212 -2.3345318
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hidden Outputs: [ 0.10322215 0.10537625 0.14155149 0.13826288 0.19958788 0.08830315
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final inputs: [ 0.13285585]
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oet: [ 0.27255727]
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hidden inputs: [-1.99848815 -0.97950806 -1.14970848 -0.75129992 -0.74533921 -1.0259804
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final inputs: [ 0.08007046]
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oet: [ 0.87664827]
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hidden inputs: [-2.14239382 -0.69193985 -0.61584224 -1.15587257 -0.68428041 -0.62339509
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hidden Outputs: [ 0.10504413 0.33360168 0.35072766 0.23941807 0.33530663 0.34900969
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final inputs: [-0.09319642]
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oet: [-0.4110447]
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hidden inputs: [-1.42555432 -1.82792951 -1.63339052 -2.16889759 -1.23164365 -1.47137597
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hidden Outputs: [ 0.19379232 0.13848511 0.16336642 0.10257847 0.22589388 0.18673356
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final inputs: [-0.17861026]
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oet: [ 0.86518924]
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hidden Outputs: [ 0.20189439 0.21601645 0.23860091 0.3047806 0.32702951 0.23835119
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final inputs: [ 0.02593358]
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oet: [-0.39786136]
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hidden inputs: [-1.58174904 -0.81733266 -1.18520764 -1.80696381 -1.75529844 -1.5255175
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hidden Outputs: [ 0.17054792 0.30633015 0.23411714 0.14100548 0.14738016 0.17865048
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final inputs: [-0.28085096]
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oet: [-0.69751299]
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hidden inputs: [-2.23935172 -1.87059388 -1.80353555 -0.91758641 -1.37984529 -2.48859248
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hidden Outputs: [ 0.09627193 0.13347302 0.14142123 0.28544994 0.20103385 0.07666177
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final inputs: [ 0.15457188]
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oet: [ 1.29280883]
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hidden inputs: [-0.58092526 -0.47580062 -1.09154592 -1.40807662 -1.30826767 -0.85018917
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hidden Outputs: [ 0.35871972 0.38324424 0.25132728 0.1965376 0.21277687 0.29939318
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final inputs: [-0.4498671]
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oet: [ 0.09447848]
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hidden inputs: [-2.07989681 -1.58531702 -1.39999807 -1.56546056 -1.25678135 -2.2210096
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hidden Outputs: [ 0.11106615 0.17004378 0.19781642 0.17286449 0.22152846 0.09787962
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final inputs: [ 0.19060963]
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oet: [ 0.07697709]
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hidden inputs: [-1.01356087 -0.996932 -0.34203651 -0.7177145 -0.49212219 -0.22991492
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hidden Outputs: [ 0.26628356 0.26954505 0.41531487 0.32789646 0.37939376 0.44277314
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final inputs: [-0.04347583]
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oet: [-0.09139055]
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hidden inputs: [-1.35015517 -0.96379842 -1.29579173 -1.08226984 -1.18522187 -1.49767142
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hidden Outputs: [ 0.205845 0.27611833 0.21487411 0.25307671 0.23411459 0.18277308
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final inputs: [-0.18145732]
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oet: [ 0.00248649]
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hidden inputs: [-1.59695249 -1.26294223 -0.94351687 -1.34499383 -1.86359466 -1.44386771
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hidden Outputs: [ 0.16840798 0.22046782 0.2801905 0.20669002 0.13428462 0.19094713
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final inputs: [-0.04054051]
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oet: [ 0.07657888]
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hidden inputs: [-1.96421118 -1.96674383 -1.02971233 -2.03586585 -1.35742656 -1.8815678
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hidden Outputs: [ 0.12301202 0.12273906 0.26313988 0.11548837 0.20465887 0.1322089
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final inputs: [-0.00792606]
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oet: [ 0.55667863]
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hidden inputs: [-2.94601831 -2.58574164 -2.00467954 -1.10504466 -1.54030008 -2.54114835
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hidden Outputs: [ 0.04992504 0.07006172 0.11871248 0.24879587 0.17649166 0.0730234
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final inputs: [ 0.30094598]
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oet: [ 1.37798309]
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hidden inputs: [-2.19004605 -1.87040919 -1.17291672 -1.77426676 -2.15410295 -2.53961355
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hidden Outputs: [ 0.10064793 0.13349438 0.23632818 0.14501252 0.10394844 0.07312736
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final inputs: [ 0.05441229]
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oet: [-0.72955816]
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hidden inputs: [-1.53356617 -0.91608453 -0.62311026 -1.23828843 -0.37180134 -0.95299744
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hidden Outputs: [ 0.17747251 0.28575637 0.3490744 0.22473405 0.40810583 0.27828241
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final inputs: [-0.08168276]
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oet: [ 0.1838778]
Progress: 8.0% ... Training loss: 0.782 ... Validation loss: 1.209[ 0.52497979]
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hidden Outputs: [ 0.09828207 0.12280479 0.26214435 0.25762328 0.33796284 0.14598086
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final inputs: [ 0.52497979]
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oet: [ 0.92240092]
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hidden inputs: [ -2.14245638e-01 -8.54490879e-01 -5.07149874e-01 -6.43564211e-01
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oet: [-0.58044238]
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final inputs: [ 0.19623758]
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oet: [-0.50752175]
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final inputs: [ 0.10666884]
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oet: [-1.00785]
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hidden inputs: [-0.9096811 -1.86256952 -1.73459477 -1.37036614 -1.36848924 -1.27090321
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hidden Outputs: [ 0.2870651 0.13440383 0.1500008 0.2025607 0.20286404 0.21910268
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final inputs: [ 0.04243455]
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oet: [-0.7947632]
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hidden inputs: [-1.90576877 -1.09379104 -1.08221973 -0.92951999 -1.45934645 -1.51289868
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final inputs: [-0.03293511]
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oet: [-0.69734132]
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hidden Outputs: [ 0.21330525 0.15618059 0.14717391 0.15228454 0.27146176 0.12568434
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final inputs: [ 0.22852046]
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oet: [-0.77686604]
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hidden inputs: [-0.79573068 -1.27738723 -1.1619652 -1.33813753 -0.97302482 -0.81983917
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hidden Outputs: [ 0.31093951 0.2179953 0.23831038 0.20781651 0.274278 0.3057978
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final inputs: [ 0.02735999]
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oet: [ 0.48831425]
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hidden inputs: [-1.46306836 -0.94394041 -1.24524495 -1.24582491 -2.01552636 -1.28531234
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final inputs: [-0.03614516]
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oet: [-0.26640688]
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hidden inputs: [-0.95043114 -0.92052656 -0.67854153 -1.4612681 -1.63899934 -1.06867636
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oet: [-0.3948808]
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hidden inputs: [-0.77865033 -0.63884856 -1.2427174 -0.94325089 -0.86230093 -0.90857833
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hidden Outputs: [ 0.31461084 0.34550687 0.22396334 0.28024415 0.29685884 0.28729084
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final inputs: [-0.0664028]
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oet: [-0.89542198]
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hidden inputs: [-1.64465653 -1.60218956 -1.83161814 -1.74011684 -1.77757565 -1.96021278
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hidden Outputs: [ 0.16183244 0.16767582 0.13804562 0.14929809 0.14460275 0.12344402
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final inputs: [-0.02622552]
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oet: [ 2.58724355]
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hidden inputs: [-0.90946155 -0.99023973 -0.87471878 -1.23809699 -1.79772896 -1.02501179
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hidden Outputs: [ 0.28711003 0.27086473 0.29427337 0.22476741 0.14212774 0.26405231
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final inputs: [-0.19310778]
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oet: [-0.66396893]
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final inputs: [ 0.337802]
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oet: [ 0.97726537]
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hidden Outputs: [ 0.09979818 0.14698333 0.22490289 0.1594605 0.17337182 0.07374051
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final inputs: [ 0.25026585]
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oet: [-0.0874272]
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hidden Outputs: [ 0.33307893 0.25869725 0.29310502 0.39526864 0.19404259 0.35904907
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final inputs: [ 0.13293118]
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oet: [-0.58204175]
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hidden inputs: [-1.46232818 -0.84221745 -0.46984666 -1.30463239 -1.28969494 -0.96263786
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hidden Outputs: [ 0.18811149 0.30106797 0.38465254 0.21338642 0.21590445 0.27635036
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final inputs: [-0.12247947]
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oet: [-0.44240527]
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hidden inputs: [-1.11706867 -1.42966778 -1.32039157 -1.70409864 -1.03879975 -1.82954534
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hidden Outputs: [ 0.24655542 0.19315045 0.21075315 0.15393072 0.26138165 0.13829245
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final inputs: [ 0.24907716]
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oet: [-0.02559489]
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...,
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hidden inputs: [-2.84632815 -2.30323308 -2.57697778 -1.00111472 -1.87128793 -2.10147363
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hidden Outputs: [ 0.05487143 0.09085555 0.07063487 0.26872231 0.13339277 0.10895367
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final inputs: [ 0.38119399]
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oet: [ 0.9559256]
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...,
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hidden inputs: [-2.82541579 -2.08032663 -1.93340185 -1.7017102 -1.38996412 -2.34322816
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hidden Outputs: [ 0.05596611 0.11102373 0.12637452 0.15424204 0.19941348 0.08760554
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final inputs: [ 0.3440037]
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oet: [ 0.55207141]
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hidden inputs: [-1.94372197 -2.61957337 -1.9994947 -1.96739264 -1.81933927 -2.48323987
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hidden Outputs: [ 0.12523953 0.06788929 0.11925599 0.12266922 0.13951317 0.07704151
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final inputs: [ 0.22816546]
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oet: [ 1.57205084]
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hidden inputs: [-1.82254639 -1.60819632 -1.35489761 -0.46934009 -1.47378716 -1.67736196
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hidden Outputs: [ 0.13912861 0.16683918 0.20507083 0.38477245 0.18636767 0.15744511
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final inputs: [ 0.4435257]
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oet: [ 0.42498413]
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hidden inputs: [-2.85060465 -1.76089924 -1.53089902 -1.34501923 -1.76264141 -2.10062265
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hidden Outputs: [ 0.05465007 0.14667775 0.17786219 0.20668586 0.14645983 0.10903632
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final inputs: [ 0.17455975]
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oet: [ 0.48996701]
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hidden inputs: [-2.5164267 -2.09055625 -1.23939218 -0.94240296 -0.92860863 -1.80732411
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hidden Outputs: [ 0.0747146 0.1100181 0.2245418 0.28041521 0.28320708 0.14096184
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final inputs: [ 0.56807907]
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oet: [-0.3942143]
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hidden inputs: [-1.83655071 -1.3138732 -1.81633081 -0.88214374 -1.32529305 -1.34003015
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hidden Outputs: [ 0.13745975 0.21183944 0.13987473 0.29273374 0.20993902 0.2075051
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final inputs: [ 0.23786506]
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oet: [ 0.63064477]
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hidden inputs: [-1.693666 -2.15843208 -1.86504417 -2.07661676 -1.34599669 -1.9068209
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hidden Outputs: [ 0.15529433 0.1035459 0.1341162 0.11139041 0.20652563 0.12933843
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final inputs: [ 0.18513638]
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oet: [ 2.7342303]
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hidden inputs: [-1.49860046 -1.08334246 -0.43558084 -0.69263762 -1.25987178 -1.13536667
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hidden Outputs: [ 0.18263435 0.25287401 0.39279447 0.33344658 0.22099597 0.24317206
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final inputs: [ 0.15279259]
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oet: [-0.93819958]
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oet: [ 0.13472802]
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oet: [ 0.18075583]
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hidden inputs: [-2.48735205 -1.81316071 -1.80254299 -0.9836682 -1.22531245 -2.04430992
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final inputs: [ 0.56225714]
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oet: [ 0.4551052]
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final inputs: [ 0.04707516]
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oet: [-1.05851744]
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final inputs: [ 0.039305]
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oet: [-0.76406837]
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hidden Outputs: [ 0.08495465 0.07948004 0.11534138 0.23419334 0.13757017 0.10149215
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final inputs: [ 0.19070538]
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oet: [-1.18009544]
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oet: [ 0.24942811]
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hidden Outputs: [ 0.15262843 0.14348835 0.13237278 0.2275084 0.22745748 0.24091668
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final inputs: [ 0.16408047]
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oet: [ 0.45634183]
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hidden Outputs: [ 0.27689217 0.16473372 0.12306445 0.15751588 0.1771231 0.19320487
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oet: [-1.05807124]
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oet: [-1.0086775]
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hidden Outputs: [ 0.35024287 0.16459302 0.38458377 0.55933877 0.24190742 0.32795661
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final inputs: [ 0.42909265]
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oet: [-0.4040804]
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hidden inputs: [-1.55439541 -1.16730675 -0.85676783 -0.586483 -0.61645427 -0.6845361
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hidden Outputs: [ 0.17445234 0.23734215 0.29801508 0.35744222 0.3505883 0.33524965
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final inputs: [ 0.31639301]
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oet: [-0.33548521]
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hidden inputs: [-1.53278243 -2.15625777 -2.04377668 -1.6503979 -1.64390895 -1.84738869
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hidden Outputs: [ 0.17758695 0.1037479 0.11468272 0.16105518 0.16193387 0.13617979
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final inputs: [ 0.11345024]
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oet: [-0.90437028]
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hidden inputs: [-0.27320243 -0.5549974 -1.23001609 -1.27909787 -0.90084029 -0.77421489
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hidden Outputs: [ 0.43212107 0.36470575 0.22617861 0.21770383 0.28887785 0.31556805
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final inputs: [-0.35079947]
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oet: [-0.60551225]
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hidden Outputs: [ 0.13793284 0.29518952 0.19458447 0.26563165 0.15158191 0.2932427
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final inputs: [-0.16656144]
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oet: [-0.33216663]
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hidden Outputs: [ 0.15238879 0.14800379 0.21132151 0.38532595 0.2815208 0.24747353
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final inputs: [ 0.18506775]
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oet: [ 0.05495369]
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hidden inputs: [-1.39790577 -1.85029567 -1.57370943 -0.96556487 -1.42642304 -1.18277998
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hidden Outputs: [ 0.19814864 0.13583819 0.17168823 0.2757654 0.19365663 0.23455272
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final inputs: [ 0.2074415]
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oet: [ 0.34682414]
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hidden inputs: [-1.9372661 -1.6953988 -1.15980167 -1.25661087 -1.49968701 -2.17633438
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hidden Outputs: [ 0.12594851 0.15506716 0.23870332 0.22155786 0.18247221 0.10189589
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final inputs: [ 0.11574425]
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oet: [-0.34433258]
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oet: [-0.48576697]
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oet: [ 1.01656286]
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hidden inputs: [-2.12593615 -1.15792058 -1.06953239 -1.96981193 -1.77878252 -2.35801565
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oet: [ 0.6876265]
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oet: [-0.66061609]
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hidden Outputs: [ 0.131971 0.1955843 0.28877915 0.2095658 0.20475008 0.12746867
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final inputs: [ 0.28431904]
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oet: [-0.88779518]
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hidden Outputs: [ 0.39368243 0.3052229 0.2696509 0.12204848 0.27954039 0.25029098
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final inputs: [-0.30810562]
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oet: [ 0.55915317]
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hidden inputs: [-0.99833617 -0.40710646 -0.27414352 -1.10632974 -0.3380888 -0.13742227
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hidden Outputs: [ 0.26926868 0.39960614 0.43189015 0.24855577 0.4162738 0.4656984
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final inputs: [-0.15281863]
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oet: [ 0.288092]
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hidden inputs: [-1.18847674 -1.40294176 -1.75861327 -1.51263404 -1.25923198 -1.26085956
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hidden Outputs: [ 0.23353148 0.19734971 0.1469641 0.18054876 0.22110613 0.22082596
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final inputs: [ 0.11096034]
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oet: [-0.19069615]
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hidden inputs: [-1.7329575 -1.16580089 -1.29062421 -2.08152653 -1.85745875 -2.08254661
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oet: [-0.91228899]
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hidden inputs: [-2.07692669 -1.79510445 -1.22329947 -1.19250573 -1.13407558 -1.93598671
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oet: [-0.58384848]
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hidden inputs: [-0.73170732 -0.65837955 -0.43815836 -1.07337039 -0.76612184 -1.16397958
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hidden Outputs: [ 0.32482018 0.34110372 0.39217988 0.25476266 0.31731863 0.23794493
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final inputs: [ 0.09372805]
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oet: [-0.6586128]
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hidden inputs: [-1.08303069 -0.57743153 -1.71495306 -1.22623434 -1.90324184 -0.66232377
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final inputs: [-0.36537154]
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oet: [-0.18848709]
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hidden inputs: [-1.6440562 -1.85279348 -2.18912888 -1.12432983 -0.78433739 -2.21192399
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final inputs: [ 0.33850876]
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oet: [-0.09297427]
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hidden inputs: [-0.63480483 -1.44412844 -1.29378522 -1.47472253 -1.26183837 -0.8257176
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hidden Outputs: [ 0.34642186 0.19090685 0.21521281 0.18622587 0.22065759 0.30455132
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final inputs: [-0.16370695]
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oet: [-0.83670922]
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hidden Outputs: [ 0.11992538 0.11292744 0.15842175 0.20673399 0.15532165 0.12690881
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final inputs: [ 0.27609176]
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oet: [-0.82995039]
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hidden inputs: [-2.23440852 -1.20723956 -1.59999499 -1.38266945 -1.39095113 -1.55721934
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hidden Outputs: [ 0.09670287 0.23018984 0.16798232 0.20058062 0.19925596 0.17404602
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final inputs: [ 0.03456635]
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oet: [ 0.34879454]
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hidden inputs: [-1.0241419 -0.59569996 -0.06641022 -1.45684194 -0.08130155 -0.3215195
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hidden Outputs: [ 0.2642214 0.35532809 0.48340354 0.18895082 0.4796858 0.42030548
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final inputs: [-0.0726866]
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oet: [-0.50322426]
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hidden inputs: [-0.08897038 -0.81230428 -0.68044053 -1.09416533 -0.66068144 -0.36012281
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hidden Outputs: [ 0.47777206 0.30739968 0.33616299 0.25083473 0.34058655 0.41092984
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oet: [-0.01486748]
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hidden inputs: [-0.5556326 -1.27852384 -1.54758063 -1.42973373 -1.21237905 -1.24663548
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oet: [-0.42246561]
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oet: [-0.50832172]
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hidden inputs: [-0.70548198 -1.65819231 -1.50040248 -0.64859239 -1.38366116 -1.2459008
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hidden Outputs: [ 0.33059792 0.16000481 0.1823655 0.34330681 0.20042164 0.22341054
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final inputs: [ 0.06196913]
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oet: [-0.95212419]
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final inputs: [ 0.00734878]
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oet: [-0.4123549]
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hidden Outputs: [ 0.11723952 0.08131844 0.07531088 0.13022527 0.11089009 0.07646518
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final inputs: [ 0.14223123]
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oet: [-1.04892545]
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hidden Outputs: [ 0.40233556 0.31551623 0.34795803 0.13451615 0.19279125 0.20681753
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final inputs: [-0.18290027]
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oet: [-0.61353283]
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hidden inputs: [-0.86585886 -0.96660779 -1.29966706 -2.48232159 -1.01690104 -1.20042454
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hidden Outputs: [ 0.29611672 0.27555716 0.21422106 0.07710683 0.26563148 0.2313997
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final inputs: [-0.18562674]
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oet: [ 0.79502294]
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hidden inputs: [-1.4128276 -1.82930882 -1.40391588 -1.51589539 -1.77204899 -1.45793023
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hidden Outputs: [ 0.19578845 0.13832063 0.19719546 0.18006674 0.1452877 0.18878409
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final inputs: [ 0.11341463]
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oet: [-0.7499691]
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oet: [ 0.47928385]
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hidden inputs: [-1.8317105 -1.87791062 -1.47620372 -1.10484206 -1.16171311 -1.77623228
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oet: [-0.03610294]
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hidden inputs: [-1.82047128 -1.68438764 -0.82872184 -0.62707815 -0.92283657 -1.78767544
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oet: [-0.18490373]
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hidden inputs: [-1.38691318 -0.30375118 -0.16847085 -1.26499017 -0.90950077 -0.26371352
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hidden Outputs: [ 0.19990101 0.42464073 0.45798162 0.22011606 0.28710201 0.43445106
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final inputs: [-0.14517103]
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oet: [-0.57407928]
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final inputs: [ 0.29819501]
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oet: [ 3.18901644]
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final inputs: [-0.10310454]
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oet: [-0.71538079]
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hidden Outputs: [ 0.09139598 0.13332358 0.14487494 0.19407262 0.16206443 0.13679197
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final inputs: [ 0.13418542]
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oet: [-0.32418236]
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hidden Outputs: [ 0.07311189 0.12788545 0.19013216 0.14725772 0.13803868 0.06902064
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final inputs: [ 0.27072711]
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oet: [ 0.23392102]
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hidden Outputs: [ 0.27194653 0.35078828 0.47328713 0.18280442 0.49272364 0.44916318
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final inputs: [-0.06208877]
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oet: [ 0.04850963]
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oet: [ 1.67508547]
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hidden inputs: [-1.98788053 -1.99632632 -1.52602723 -1.54716767 -0.91613277 -1.67681568
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hidden Outputs: [ 0.12048127 0.11958918 0.17857569 0.17549572 0.28574652 0.15751759
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final inputs: [ 0.3724536]
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oet: [-0.05524938]
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hidden inputs: [-0.89844695 -0.80589083 -0.60197867 -0.46750455 -1.00166329 -0.46811846
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oet: [-0.78058703]
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hidden inputs: [-2.1118448 -2.60949576 -1.89296668 -1.27844703 -2.21897734 -2.28575539
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final inputs: [ 0.27309638]
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oet: [-0.09371856]
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hidden inputs: [-1.0488157 -1.31389908 -1.50706789 -0.96424688 -1.35527036 -0.80607489
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final inputs: [-0.07078925]
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oet: [-0.25152103]
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hidden Outputs: [ 0.18833318 0.10399022 0.14439402 0.21181566 0.16386069 0.11079649
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final inputs: [ 0.15126184]
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oet: [ 1.1803447]
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hidden Outputs: [ 0.08600596 0.1219288 0.10286472 0.2468658 0.14488408 0.1177035
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final inputs: [ 0.30576084]
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oet: [ 1.5275338]
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hidden inputs: [-2.96714215 -2.31540749 -2.07678067 -1.52006387 -1.33177541 -2.61035341
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hidden Outputs: [ 0.04893255 0.08985493 0.11137419 0.17945211 0.20886584 0.06847506
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final inputs: [ 0.4011146]
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oet: [ 0.04840297]
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hidden inputs: [-0.9226623 -0.43045879 -0.65854489 -1.11275754 -1.18644945 -0.98159403
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hidden Outputs: [ 0.28441574 0.39401678 0.34106656 0.24735715 0.23389455 0.27257561
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final inputs: [-0.07442329]
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oet: [-0.1210867]
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hidden inputs: [-0.92620865 -1.51096263 -1.16522291 -1.12750021 -1.06398595 -1.08022667
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hidden Outputs: [ 0.28369453 0.18079618 0.23771955 0.24462272 0.25654847 0.25346312
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final inputs: [ 0.02048912]
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oet: [ 0.37389789]
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...,
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hidden inputs: [-1.43278228 -1.40953239 -1.38663765 -1.67280272 -1.70049964 -1.42159191
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hidden Outputs: [ 0.19266554 0.19630782 0.19994508 0.15805086 0.15440002 0.19441214
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final inputs: [ 0.01082599]
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oet: [-0.7300763]
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...,
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hidden inputs: [-0.74104895 -1.05169494 -1.62274603 -1.12032061 -1.3985751 -0.79610208
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hidden Outputs: [ 0.32277481 0.25889976 0.16482651 0.24595182 0.19804232 0.31085994
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final inputs: [-0.10575583]
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oet: [-0.86709506]
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...,
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hidden inputs: [-2.78455903 -2.1736324 -1.2449503 -1.57636403 -1.77978801 -2.25560594
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hidden Outputs: [ 0.0581643 0.10214342 0.22357549 0.17131104 0.14432931 0.094867
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final inputs: [ 0.34325482]
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oet: [ 0.58589863]
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hidden inputs: [-2.6702897 -2.09010968 -1.69553556 -0.96683431 -1.79324871 -2.60021574
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hidden Outputs: [ 0.06474942 0.11006183 0.15504925 0.27551194 0.14267488 0.06912454
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final inputs: [ 0.28345713]
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oet: [ 0.89929689]
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hidden inputs: [-1.93482946 -1.67848265 -0.9446261 -1.06301756 -2.28085229 -1.63721821
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hidden Outputs: [ 0.12621699 0.1572965 0.27996684 0.25673322 0.09272123 0.16284394
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final inputs: [ 0.04258813]
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oet: [-0.67362955]
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hidden inputs: [-1.74844158 -1.60181514 -1.49589356 -1.79744686 -1.94301754 -1.80906843
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hidden Outputs: [ 0.14824387 0.16772808 0.18303878 0.14216214 0.12531672 0.14075075
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final inputs: [ 0.00159158]
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oet: [-0.28531047]
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hidden inputs: [-1.14467545 -0.9971335 -1.04345347 -0.97683701 -0.78556267 -0.99352185
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hidden Outputs: [ 0.24146298 0.26950538 0.26048419 0.27351984 0.31312224 0.27021701
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final inputs: [-0.10661123]
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oet: [-0.7614916]
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hidden inputs: [-1.54206946 -1.54284843 -0.66562586 -1.09687629 -1.04911067 -1.88327871
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hidden Outputs: [ 0.17623464 0.17612158 0.33947697 0.25032564 0.25939591 0.13201273
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final inputs: [ 0.30804039]
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oet: [ 0.45572138]
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hidden inputs: [-1.53699149 -0.82486811 -0.8727107 -1.28043369 -1.61828616 -0.75556264
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hidden Outputs: [ 0.17697305 0.30473127 0.29469057 0.21747641 0.16544137 0.31961044
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final inputs: [-0.22752583]
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oet: [-0.58544644]
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oet: [-0.48671446]
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hidden inputs: [-3.09567075 -2.04708625 -2.09078965 -1.29738617 -1.38333349 -1.95771907
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oet: [ 3.38557314]
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hidden inputs: [-2.00066246 -1.68519904 -1.4293136 -0.86127199 -0.94460959 -1.72945004
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final inputs: [ 0.42283126]
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oet: [ 0.22515633]
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hidden inputs: [ 0.13825865 -0.51932975 -0.78106825 -1.72907727 -0.44611603 -0.0319893
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final inputs: [-0.39058378]
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oet: [-0.64291073]
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hidden inputs: [-0.80988875 -0.63716013 -0.91785773 -1.05289262 -0.99372834 -0.59608742
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oet: [ 0.96891027]
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final inputs: [-0.14829949]
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oet: [-0.06926272]
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hidden Outputs: [ 0.11105422 0.09677082 0.20586102 0.31511644 0.17040793 0.15695337
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final inputs: [ 0.40470157]
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oet: [-0.59469851]
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hidden inputs: [-1.16849476 -1.00121926 -0.89796223 -1.96540038 -1.29828952 -1.12242042
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hidden Outputs: [ 0.23712717 0.26870177 0.28946944 0.12288379 0.21445303 0.2455626
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final inputs: [-0.09121784]
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oet: [ 0.303674]
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hidden inputs: [-0.98565559 -0.81342812 -0.75590366 -1.57122184 -0.92392038 -0.89641302
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hidden Outputs: [ 0.27177103 0.30716046 0.31953628 0.17204228 0.28415976 0.28978818
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final inputs: [-0.1643874]
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oet: [-0.55486291]
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oet: [-0.28483634]
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hidden Outputs: [ 0.21933478 0.25966457 0.32450971 0.3690219 0.32450631 0.34108211
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final inputs: [ 0.26705481]
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oet: [-0.42948646]
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...,
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hidden inputs: [-1.06330234 -1.87728584 -0.76151515 -0.92229726 -1.12780186 -1.4186359
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hidden Outputs: [ 0.25667888 0.13270094 0.3183174 0.28449004 0.24456699 0.19487552
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final inputs: [ 0.1548213]
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oet: [-1.12215914]
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hidden inputs: [ 0.16412571 -0.71544013 -0.73108084 -1.08713145 -0.85970869 -0.35190772
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hidden Outputs: [ 0.54093957 0.32839789 0.32495759 0.25215883 0.29740021 0.41291988
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final inputs: [-0.39022824]
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oet: [-0.63224016]
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hidden inputs: [-1.34936394 -1.61588703 -1.44744793 -2.07760361 -0.9326293 -1.82461276
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final inputs: [ 0.14914538]
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oet: [ 3.29947468]
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hidden inputs: [-1.82949866 -1.26750976 -1.12023019 -2.39829747 -1.62561575 -2.24282821
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hidden Outputs: [ 0.13829801 0.21968384 0.24596859 0.08330262 0.16443184 0.09596989
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final inputs: [-0.04706391]
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oet: [ 0.07758922]
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hidden inputs: [-1.13692806 -1.37282911 -1.12343917 -1.08700421 -1.11739765 -0.90996416
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hidden Outputs: [ 0.24288482 0.20216315 0.24537391 0.25218282 0.24649431 0.28700717
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final inputs: [-0.03060492]
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oet: [-0.07669618]
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hidden inputs: [-2.38173655 -2.31045207 -1.37432866 -0.83500747 -2.03370351 -2.65186037
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hidden Outputs: [ 0.08457602 0.09026102 0.20192139 0.30258731 0.11570944 0.06587444
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final inputs: [ 0.42160849]
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oet: [ 0.57370163]
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hidden inputs: [-0.88320293 -0.75109379 -0.41384066 -0.26852709 -0.93816099 -0.54465035
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hidden Outputs: [ 0.29251449 0.32058302 0.39799156 0.43326873 0.28127196 0.36710646
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final inputs: [ 0.21465458]
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oet: [-1.13237492]
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hidden inputs: [-1.67770666 -1.26442596 -1.18555722 -0.460973 -1.33262808 -1.21915047
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hidden Outputs: [ 0.15739938 0.22021293 0.23405446 0.38675503 0.20872498 0.22808599
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final inputs: [ 0.16260765]
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oet: [-1.06930187]
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hidden inputs: [-1.08198298 -1.19522772 -1.81625992 -1.30768668 -1.0994314 -1.53980406
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hidden Outputs: [ 0.25313094 0.23232527 0.13988326 0.2128742 0.24984645 0.17656376
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final inputs: [-0.01292665]
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oet: [ 0.82630591]
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hidden inputs: [-2.63089664 -2.43262794 -2.35481064 -1.65859771 -1.73389034 -2.53527408
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hidden Outputs: [ 0.06717624 0.08071825 0.08668416 0.15995033 0.15009064 0.07342204
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final inputs: [ 0.25197971]
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oet: [ 0.35741648]
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hidden inputs: [-1.51224182 -1.51116941 -1.16444228 -0.91747489 -1.48200138 -1.53127391
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hidden Outputs: [ 0.18060679 0.18076555 0.23786104 0.28547268 0.18512531 0.17780737
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final inputs: [ 0.19961331]
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oet: [ 0.39324371]
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hidden inputs: [-2.35769629 -1.77864163 -1.33177304 -0.5706499 -1.63021 -1.7243509
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hidden Outputs: [ 0.08645597 0.14447095 0.20886624 0.36108688 0.1638016 0.15131159
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final inputs: [ 0.32405208]
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oet: [-0.21083093]
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hidden inputs: [-1.70178267 -0.8715195 -0.5994783 -0.82762901 -1.11671451 -1.22219688
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hidden Outputs: [ 0.15423258 0.29493822 0.35446306 0.30414664 0.24662122 0.22755007
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final inputs: [ 0.26949492]
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oet: [ 0.19656182]
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hidden inputs: [-1.97863469 -2.27253913 -1.2822498 -0.92132858 -0.92700351 -2.01758214
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hidden Outputs: [ 0.12146446 0.09342294 0.2171675 0.28468726 0.28353303 0.11736923
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final inputs: [ 0.64610962]
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oet: [-0.80302822]
Progress: 8.5% ... Training loss: 0.762 ... Validation loss: 1.244[ 0.04777135]
X: [ 0. 0. 0.95043892 1.05100987 -0.82146002 0. 0.
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hidden inputs: [-1.33894465 -1.77166587 -1.9313404 -1.18035907 -1.02625319 -1.61793149
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hidden Outputs: [ 0.20768366 0.14533528 0.12660229 0.23498764 0.26381115 0.16549034
0.28985926 0.14513254 0.21894388 0.20894289 0.19506932 0.18155639
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final inputs: [ 0.04777135]
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oet: [-0.89933501]
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hidden inputs: [-1.0803326 -0.88434545 -1.27592174 -1.19833169 -1.09201324 -1.0623961
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hidden Outputs: [ 0.25344308 0.2922781 0.21824523 0.23177213 0.25123936 0.25685182
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final inputs: [-0.3658237]
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oet: [-0.6676708]
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X: [ 0. 0. 0.95043892 -0.91861811 1.61845695 0. 0.
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hidden inputs: [-1.70455332 -1.35798308 -0.79586771 -0.66921716 -0.69927243 -1.01010423
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hidden Outputs: [ 0.15387151 0.2045683 0.31091015 0.33867215 0.33197356 0.26695945
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final inputs: [ 0.29393628]
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oet: [-0.08699318]
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oet: [ 0.29078713]
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hidden inputs: [-2.05232707 -2.29859445 -1.61830856 -1.93116759 -1.51979607 -2.37155919
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oet: [-0.03841158]
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hidden inputs: [-2.15453768 -1.91859952 -1.25431771 -1.32048116 -1.45775732 -2.51351647
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oet: [-0.72698558]
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oet: [-0.21863669]
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hidden Outputs: [ 0.07836733 0.08436629 0.13667869 0.26384028 0.16249291 0.11909849
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final inputs: [ 0.39633832]
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oet: [-0.47607413]
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oet: [-0.74306093]
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oet: [-0.38236511]
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hidden Outputs: [ 0.20004444 0.16101409 0.17587897 0.231372 0.23000939 0.15479486
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oet: [ 0.31398206]
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oet: [-0.57295059]
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oet: [ 1.00302307]
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hidden inputs: [-1.54934974 -1.05236592 -0.6236995 -1.57435651 -1.30105125 -1.16247032
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final inputs: [ 0.02681487]
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hidden Outputs: [ 0.54243047 0.35754373 0.39199703 0.30498508 0.3718285 0.48409254
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hidden Outputs: [ 0.26638412 0.30492586 0.27176021 0.28289398 0.21719061 0.28818116
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oet: [-0.50171799]
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hidden inputs: [-0.89518502 -1.39462873 -1.88017883 -1.78054802 -2.21353604 -1.4672238
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hidden Outputs: [ 0.29004098 0.19866984 0.13236833 0.14423548 0.09854152 0.18736495
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final inputs: [-0.30897129]
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oet: [-0.72452322]
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hidden inputs: [-1.31087292 -0.85770051 -1.06552602 -0.94704445 -0.89232858 -1.21346762
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hidden Outputs: [ 0.21234081 0.29782 0.25625484 0.27947959 0.29062952 0.22908807
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final inputs: [-0.15549295]
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oet: [-0.57478347]
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oet: [ 1.5690757]
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hidden inputs: [-0.52796688 -0.70266091 -1.41786758 -1.80920154 -0.81959853 -1.08293572
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oet: [-0.53598271]
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hidden inputs: [-2.31915783 -1.47346483 -1.44672378 -1.4165362 -2.09291483 -1.61859345
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oet: [ 0.31965174]
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hidden Outputs: [ 0.13697872 0.17475848 0.22326409 0.32220216 0.29114007 0.17137474
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final inputs: [ 0.12764543]
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oet: [ 0.7408644]
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hidden inputs: [-0.598798 -0.78879495 -0.80186183 -1.26615301 -0.54461716 -0.4638182
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oet: [ 0.18820912]
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hidden inputs: [-1.48413747 -1.41643949 -1.21881427 -1.35123218 -0.62944277 -1.82237306
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hidden Outputs: [ 0.18480329 0.19522037 0.22814518 0.205669 0.3476369 0.13914937
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final inputs: [ 0.16269822]
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oet: [-0.29205154]
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hidden inputs: [ 0.71222019 -0.14114429 -0.44093904 -0.5824742 -1.56395058 -0.19482891
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hidden Outputs: [ 0.67089155 0.46477239 0.39151724 0.35836348 0.1730805 0.45144626
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final inputs: [-0.57638263]
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oet: [-0.45159883]
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hidden inputs: [-1.10597593 -2.0234083 -1.82318701 -1.28513721 -0.67727487 -2.13416525
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hidden Outputs: [ 0.24862186 0.11676702 0.1390519 0.21667702 0.3368698 0.10582022
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final inputs: [ 0.13873279]
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oet: [ 0.14539309]
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hidden inputs: [-1.69266902 -0.9325856 -0.68043267 -1.46425565 -1.04606766 -1.73947297
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hidden Outputs: [ 0.15542516 0.28240045 0.33616474 0.1878173 0.25998093 0.14937989
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oet: [-0.65714572]
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oet: [-0.64042632]
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oet: [-0.13884718]
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oet: [ 0.14539309]
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final inputs: [ 0.26035993]
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oet: [ 0.51442794]
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oet: [ 0.19745393]
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oet: [-0.48091235]
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hidden inputs: [-0.77680539 -1.21202792 -1.87568618 -0.81431158 -1.26144838 -0.75404665
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oet: [-0.95800307]
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hidden inputs: [ 0.24339522 -0.40509323 -0.60394899 -1.13287768 -0.45535533 0.01174259
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oet: [-1.06331007]
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oet: [ 0.32381538]
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oet: [ 0.88521247]
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hidden inputs: [ -1.37601372e+00 -1.89686515e+00 -1.65193063e+00 -1.16490324e+00
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final inputs: [ 0.42025766]
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oet: [-0.00381843]
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hidden inputs: [ 0.24135636 -0.42174995 -0.96740203 -0.35980221 -0.22752805 -0.2808199
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hidden Outputs: [ 0.56004788 0.39609808 0.27539863 0.41100745 0.44336212 0.43025278
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oet: [ 0.39264695]
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oet: [-0.33809514]
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final inputs: [ 0.45320141]
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oet: [-0.84401653]
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oet: [-1.07056677]
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final inputs: [-0.21579266]
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oet: [-0.43730098]
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hidden Outputs: [ 0.5225826 0.31646032 0.43179092 0.27762101 0.19482318 0.38963375
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oet: [-0.51267846]
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hidden Outputs: [ 0.18383479 0.25730925 0.1850308 0.2045853 0.33773948 0.23232523
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oet: [ 0.80854234]
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hidden inputs: [-1.58026336 -1.73454261 -1.48142956 -0.98016156 -1.47366079 -1.52280112
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oet: [-0.70682153]
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hidden inputs: [-1.01341381 -1.87325989 -1.61602667 -1.51806766 -1.66592413 -1.66978516
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hidden Outputs: [ 0.26631229 0.13316498 0.16575357 0.17974624 0.15896836 0.15845282
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final inputs: [ 0.0957513]
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oet: [ 1.67689972]
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hidden inputs: [-0.69573916 -0.97070216 -0.78523363 -1.03625244 -0.28894825 -0.94895919
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hidden Outputs: [ 0.33275759 0.27474057 0.31319302 0.26187373 0.42826137 0.27909419
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oet: [ 0.18088004]
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hidden inputs: [-2.6889249 -1.67863878 -0.84922746 -0.19913984 -0.99421954 -1.79034097
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hidden Outputs: [ 0.06363004 0.1572758 0.29959494 0.45037892 0.27007945 0.14303092
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final inputs: [ 0.55080798]
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oet: [-0.55887406]
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hidden Outputs: [ 0.19519558 0.1596814 0.19587364 0.34205858 0.23882784 0.18588829
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final inputs: [ 0.15249532]
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oet: [-0.22671808]
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hidden inputs: [-0.6621331 -1.12689216 -1.34677897 -1.20569467 -1.04854766 -0.7830986
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hidden Outputs: [ 0.3402606 0.2447351 0.20639747 0.23046372 0.25950409 0.31365245
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final inputs: [-0.29758322]
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oet: [-0.06331846]
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hidden inputs: [ 0.15793461 -0.47252449 -0.68090129 -1.07261432 -0.59693336 -0.08196774
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hidden Outputs: [ 0.53940179 0.38401891 0.33606017 0.25490623 0.35504561 0.47951953
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final inputs: [-0.4296769]
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oet: [-0.13520785]
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hidden inputs: [-1.44931794 -0.83101405 -0.46771168 -1.31114042 -1.29449099 -0.95115539
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hidden Outputs: [ 0.19010656 0.3034307 0.385158 0.21229607 0.21509363 0.27865252
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final inputs: [-0.2147144]
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oet: [-0.35017035]
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oet: [-0.3098702]
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hidden inputs: [-0.70853593 -0.67894634 -1.02697429 -1.62206588 -1.11452796 -1.22593187
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oet: [-0.6303518]
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oet: [-0.59127051]
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final inputs: [ 0.25025703]
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oet: [ 3.42439833]
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oet: [-0.19585922]
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oet: [-0.96571483]
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final inputs: [ 0.12276694]
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oet: [-1.07907867]
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hidden inputs: [-1.21809936 -2.02717936 -1.26919235 -1.2027431 -1.43180416 -1.63428404
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oet: [ 0.75368794]
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hidden inputs: [-2.08956997 -2.46919289 -1.97736364 -1.61572392 -1.46479843 -2.04480834
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hidden Outputs: [ 0.11011471 0.07804629 0.12160016 0.16579544 0.18773451 0.11457802
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final inputs: [ 0.26039412]
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final inputs: [ 0.04413816]
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oet: [-0.71646473]
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hidden Outputs: [ 0.22000602 0.13730981 0.09335669 0.2031524 0.21065578 0.15125983
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oet: [-1.00095833]
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hidden inputs: [-1.92804787 -2.33155496 -1.9988623 -1.40422266 -1.67773176 -2.49638045
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hidden Outputs: [ 0.12696681 0.08854309 0.11932242 0.19714689 0.15739605 0.07611231
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final inputs: [ 0.1734328]
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oet: [ 2.80106444]
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hidden Outputs: [ 0.18503111 0.14496967 0.21865757 0.30113742 0.15459255 0.16918416
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oet: [ 0.94281864]
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oet: [ 3.91149425]
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hidden inputs: [-3.09977284 -2.14685948 -1.64733701 -1.46349404 -2.23149676 -2.4963185
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oet: [ 0.232378]
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oet: [-0.60326898]
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hidden inputs: [-1.3474715 -1.53545183 -1.37646556 -1.29927117 -1.58075686 -1.10585767
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final inputs: [-0.05492639]
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oet: [-0.10933429]
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final inputs: [ 0.36631133]
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oet: [ 1.97418446]
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hidden Outputs: [ 0.10721509 0.13360329 0.24075073 0.27870384 0.27356122 0.26112585
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final inputs: [ 0.31204192]
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oet: [ 0.03824064]
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oet: [-0.10616842]
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hidden inputs: [-1.40393768 -1.31369938 -1.16810103 -0.80618839 -0.70865727 -1.1894633
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hidden Outputs: [ 0.197192 0.21186846 0.2371984 0.30870332 0.3298956 0.23335494
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oet: [-0.53967275]
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oet: [-0.60257948]
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oet: [-0.6451988]
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oet: [-0.60016185]
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oet: [-0.94450301]
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hidden Outputs: [ 0.22928345 0.18923371 0.17714203 0.30157168 0.28234451 0.31061961
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final inputs: [-0.06260266]
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oet: [ 1.45485281]
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hidden inputs: [-0.94209569 -1.66844451 -2.04638525 -1.28422949 -0.9913368 -1.45906719
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hidden Outputs: [ 0.28047722 0.15863168 0.11441814 0.21683113 0.27064812 0.18861004
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oet: [-0.14155651]
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...,
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hidden inputs: [-1.87013876 -0.89928469 -1.05071413 -0.90255337 -1.21949662 -1.02113872
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hidden Outputs: [ 0.13352567 0.28919752 0.25908799 0.28852606 0.22802505 0.26480565
0.14582737 0.18370769 0.21105829 0.34972 0.19448958 0.23178078
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final inputs: [-0.15222164]
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oet: [ 0.18274695]
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...,
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hidden inputs: [-1.19968302 -1.71654363 -0.93794956 -0.55758978 -1.26617356 -1.36523209
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hidden Outputs: [ 0.23153161 0.1523169 0.28131471 0.36410532 0.21991298 0.20339127
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final inputs: [ 0.12054934]
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oet: [ 1.01810023]
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...,
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hidden inputs: [-2.09796444 -2.32512546 -1.88192563 -1.06463989 -1.44478564 -2.73999513
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hidden Outputs: [ 0.10929482 0.08906335 0.13216785 0.25642376 0.19080536 0.06065418
0.1636306 0.21137513 0.1844462 0.10034263 0.24995672 0.07206824
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final inputs: [ 0.25126824]
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oet: [ 0.09901431]
Progress: 9.0% ... Training loss: 0.751 ... Validation loss: 1.273[ 0.31613375]
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hidden inputs: [-2.47144895 -1.87187462 -1.92287765 -0.87051056 -1.20300878 -1.75607571
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hidden Outputs: [ 0.07788411 0.13332496 0.12754101 0.29514808 0.2309404 0.14728251
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final inputs: [ 0.31613375]
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oet: [ 0.84456805]
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hidden inputs: [-2.20109734 -2.3189502 -1.46684225 -1.12027111 -0.97711213 -2.33712701
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hidden Outputs: [ 0.09965199 0.08956563 0.18742305 0.245961 0.27346518 0.08809444
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final inputs: [ 0.5162895]
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oet: [-0.97642618]
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hidden inputs: [-0.34049554 -0.50395619 -1.06469016 -1.07251528 -0.91716107 -0.66767996
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hidden Outputs: [ 0.41568911 0.3766114 0.25641418 0.25492504 0.2855367 0.33901653
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final inputs: [-0.4363386]
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oet: [-0.06238948]
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hidden inputs: [-2.05098382 -1.62507183 -1.7680376 -0.87778498 -0.86791834 -1.94903127
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hidden Outputs: [ 0.11395301 0.16450659 0.14578654 0.293637 0.29568764 0.12465903
0.36256846 0.20077429 0.33789207 0.1171785 0.30042003 0.16545568
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final inputs: [ 0.3515304]
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oet: [ 0.11452633]
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hidden inputs: [-0.19193431 -0.49411824 -0.74236066 -1.00910694 -0.18842608 -0.38050785
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hidden Outputs: [ 0.45216319 0.3789239 0.32248815 0.26715466 0.45303236 0.40600442
0.32418736 0.27053559 0.30306558 0.46361133 0.14463686 0.47165662
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final inputs: [-0.46563327]
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oet: [ 0.25358412]
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X: [ 1. 0. 0.95043892 0.99917756 -0.45608552 0. 0.
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hidden inputs: [-1.81106467 -2.34232179 -1.76365386 -1.68294337 -2.05086301 -2.23456686
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hidden Outputs: [ 0.1405095 0.08767802 0.14633331 0.15670611 0.11396521 0.09668903
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final inputs: [ 0.09273407]
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oet: [-1.10968941]
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hidden Outputs: [ 0.1943114 0.21460377 0.19743749 0.25281689 0.14527277 0.19840259
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final inputs: [-0.15200164]
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oet: [-0.46801367]
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oet: [ 0.49407843]
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hidden inputs: [-1.9854398 -2.2864559 -1.83868304 -1.20352506 -1.91368399 -2.12169979
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hidden Outputs: [ 0.12074015 0.09225091 0.13720712 0.23084872 0.12856754 0.10700554
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final inputs: [ 0.08861316]
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oet: [ 0.6751486]
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hidden inputs: [ 0.05518053 -0.72597818 -0.33699855 -1.16636827 -1.3568426 -0.18507423
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hidden Outputs: [ 0.51379163 0.32607791 0.41653875 0.23751206 0.20475394 0.45386306
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final inputs: [-0.51747072]
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oet: [ 0.05749101]
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oet: [-0.21333457]
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final inputs: [ 0.51262153]
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oet: [-0.33875676]
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final inputs: [-0.20935873]
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oet: [ 0.58169352]
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hidden Outputs: [ 0.12726634 0.1184003 0.17913389 0.18783783 0.33811433 0.09198102
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final inputs: [ 0.43651826]
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oet: [ 1.5952464]
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hidden Outputs: [ 0.23468816 0.21998786 0.22062442 0.17301573 0.33156781 0.27333592
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final inputs: [-0.13180039]
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oet: [-0.10781405]
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hidden inputs: [-1.76947606 -0.8086902 -1.36061883 -1.56920893 -1.52614457 -1.26949459
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hidden Outputs: [ 0.1456075 0.30816968 0.20413974 0.17232919 0.17855848 0.21934378
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final inputs: [-0.19626072]
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oet: [-0.75453794]
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hidden inputs: [-0.63431978 -0.83551604 -0.78833682 -1.86835289 -1.24493186 -0.77060441
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hidden Outputs: [ 0.34653169 0.30248 0.3125259 0.13373242 0.22357869 0.31634837
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final inputs: [-0.44841324]
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oet: [-0.50789848]
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oet: [ 0.29178357]
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oet: [ 2.67442555]
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final inputs: [ 0.26439076]
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oet: [ 0.64271046]
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hidden Outputs: [ 0.16535827 0.15391844 0.2327364 0.13191558 0.17790783 0.16706299
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oet: [ 0.6103745]
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hidden Outputs: [ 0.35125797 0.29795298 0.25239356 0.27831337 0.33109162 0.38958944
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oet: [-0.79350481]
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hidden inputs: [-0.48602867 -0.66498349 -0.36728172 -0.98915676 -0.89834656 -0.12971223
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hidden Outputs: [ 0.38082956 0.33962103 0.40919802 0.27107867 0.2893904 0.46761733
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final inputs: [-0.39945117]
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oet: [-0.25013741]
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oet: [-0.33148104]
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oet: [-0.43884667]
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hidden inputs: [-2.17106627 -1.24301276 -1.32966389 -1.68967221 -1.77061556 -1.61365199
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hidden Outputs: [ 0.102379 0.22391201 0.20921497 0.15581895 0.1454658 0.1660822
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final inputs: [-0.16864184]
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oet: [-0.72151321]
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final inputs: [ 0.12524326]
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oet: [ 2.09947835]
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oet: [ 0.26092393]
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hidden Outputs: [ 0.07581224 0.0515584 0.13579462 0.18165479 0.18025104 0.05352414
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final inputs: [ 0.54845716]
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oet: [ 2.2606484]
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hidden Outputs: [ 0.31443257 0.1930741 0.12684009 0.26065663 0.1766911 0.26041861
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final inputs: [-0.19980197]
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oet: [-0.83369254]
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hidden inputs: [-1.99272303 -2.09074236 -2.18033541 -1.70208999 -2.04513873 -2.21701346
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hidden Outputs: [ 0.11996908 0.10999988 0.10153033 0.1541925 0.11454451 0.09823304
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final inputs: [-0.0097876]
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oet: [-0.9244719]
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hidden inputs: [-0.05965822 -0.71587166 -1.27758717 -1.4498575 -0.83838799 -0.77015443
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hidden Outputs: [ 0.48508987 0.32830272 0.21796122 0.1900235 0.3018744 0.3164457
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final inputs: [-0.38945511]
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oet: [-0.81022065]
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oet: [ 0.99603265]
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hidden Outputs: [ 0.13495983 0.11093862 0.09919002 0.17249175 0.2461442 0.10420037
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final inputs: [ 0.10390991]
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oet: [ 1.59155833]
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hidden Outputs: [ 0.39229575 0.29901452 0.24411724 0.29093909 0.40693192 0.27025687
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final inputs: [-0.10227024]
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oet: [-0.73275426]
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hidden inputs: [-0.88381818 -1.16852144 -1.51924711 -0.97303795 -0.96544566 -1.00648162
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hidden Outputs: [ 0.29238718 0.23712234 0.17957241 0.27427539 0.27578921 0.26766897
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final inputs: [-0.12335749]
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oet: [-0.79436284]
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oet: [-0.24159871]
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hidden Outputs: [ 0.15816696 0.17127905 0.18655893 0.2488547 0.15448092 0.10672697
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oet: [ 1.11052167]
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hidden inputs: [ 0.01352995 -0.23602081 -0.29153398 -1.11743401 -0.72504291 0.0156547
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hidden inputs: [-0.61923225 -1.66233898 -1.85988361 -1.15936933 -1.27749825 -1.22705363
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hidden Outputs: [ 0.34995608 0.15944827 0.13471662 0.2387819 0.21797638 0.22669753
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final inputs: [-0.05157596]
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oet: [-0.89370965]
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hidden inputs: [-2.50921278 -1.83271763 -1.80705056 -0.96824815 -1.21378371 -2.06391613
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hidden Outputs: [ 0.07521485 0.13791484 0.14099497 0.27522982 0.22903225 0.11265377
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final inputs: [ 0.49462831]
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oet: [ 0.52273403]
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hidden inputs: [-1.65903403 -2.0656122 -1.3895096 -1.72607876 -1.53662 -1.72802226
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hidden Outputs: [ 0.15989171 0.11248434 0.19948606 0.15108984 0.17702716 0.15084073
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final inputs: [ 0.11510654]
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hidden inputs: [-1.68093085 -0.49939088 -1.26506312 -1.99818394 -1.22055217 -1.37128661
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final inputs: [-0.24814304]
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hidden Outputs: [ 0.14266774 0.27054176 0.21073089 0.19072989 0.39554363 0.11410275
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final inputs: [ 0.19033976]
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oet: [-0.29764085]
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hidden inputs: [-2.57226316 -2.22487395 -1.84717669 -0.72973419 -1.67626764 -1.88820992
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hidden Outputs: [ 0.07094499 0.09753893 0.13620473 0.32525306 0.15759033 0.13144871
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final inputs: [ 0.33354411]
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oet: [-0.17621851]
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hidden inputs: [-2.88860476 -2.16204528 -1.76773319 -1.09625329 -1.58195808 -2.03726274
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hidden Outputs: [ 0.05271975 0.10321099 0.14582446 0.25044257 0.17051835 0.11534575
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final inputs: [ 0.36173063]
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oet: [-0.11619614]
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hidden inputs: [-1.35669566 -1.87510764 -1.36144578 -1.76471915 -1.65308387 -2.28349973
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hidden Outputs: [ 0.20477787 0.13295183 0.20400542 0.14620028 0.16069259 0.09249876
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final inputs: [-0.04865586]
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hidden inputs: [-1.9245454 -2.46240232 -2.19917059 -1.41993876 -1.673169 -2.36865287
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oet: [ 0.34806143]
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final inputs: [ 0.12049118]
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hidden Outputs: [ 0.22462766 0.10894498 0.0990739 0.14301807 0.17619499 0.1030299
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oet: [ 0.00081204]
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hidden inputs: [-2.45282278 -2.14407727 -1.61981852 -1.25985812 -1.96130387 -2.59508785
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final inputs: [ 0.18527108]
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hidden inputs: [-1.33724814 -1.08535815 -1.0381639 -1.40294149 -0.37813467 -1.38342537
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hidden Outputs: [ 0.20796297 0.25249338 0.26150443 0.19734976 0.40657687 0.20045943
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final inputs: [ 0.21534133]
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oet: [ 0.86817768]
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oet: [-0.79179012]
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oet: [ 0.1596947]
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hidden inputs: [-1.24074232 -1.0608452 -0.82888189 -1.24758676 -0.74731072 -0.76199846
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oet: [-0.56188701]
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hidden inputs: [-1.87029079 -1.44818756 -1.18303957 -1.29099851 -1.58752593 -1.43225618
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final inputs: [-0.05408948]
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oet: [-0.73683056]
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final inputs: [-0.41025905]
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oet: [-0.380661]
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hidden Outputs: [ 0.29611936 0.37364107 0.18993423 0.1980852 0.14244454 0.23952479
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final inputs: [-0.31572024]
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oet: [ 0.86447281]
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hidden Outputs: [ 0.22179843 0.21503546 0.28133935 0.21921592 0.25527868 0.22528534
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final inputs: [-0.02618339]
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oet: [ 2.01935665]
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hidden Outputs: [ 0.28556699 0.28665177 0.22218483 0.2556952 0.32152756 0.20168326
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final inputs: [-0.26398307]
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oet: [-0.17410139]
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hidden Outputs: [ 0.51869231 0.35712508 0.41809134 0.41800159 0.2082721 0.4892774
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final inputs: [-0.32446363]
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oet: [-0.40029974]
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oet: [ 0.82863052]
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hidden inputs: [-1.13857707 -0.51955163 -0.43586898 -1.13007673 -1.14522207 -0.52184804
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oet: [-0.29805585]
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hidden inputs: [-1.47811505 -1.87100518 -1.39050022 -0.93341867 -1.20216579 -1.75601435
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final inputs: [-0.37628372]
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final inputs: [-0.11912496]
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oet: [ 0.39773779]
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hidden Outputs: [ 0.20007548 0.18440971 0.22063374 0.24760357 0.21989014 0.32047091
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oet: [ 2.5352827]
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final inputs: [-0.24940074]
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oet: [-0.18868372]
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hidden inputs: [-2.77353208 -2.12993117 -2.19553159 -1.57554097 -1.68817797 -2.6006568
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hidden Outputs: [ 0.05877132 0.10622153 0.10015247 0.17142792 0.15601561 0.06909616
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final inputs: [ 0.21178785]
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oet: [-1.15707346]
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hidden inputs: [-1.8993389 -1.67306786 -1.51269632 -1.11873042 -0.97972311 -1.59352819
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hidden Outputs: [ 0.13018332 0.15801558 0.18053954 0.24624685 0.27294673 0.16888808
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final inputs: [ 0.25672169]
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oet: [ 0.59539266]
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hidden inputs: [-2.03899219 -1.94459925 -1.72828646 -1.10674059 -1.91893353 -2.00869149
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final inputs: [-0.1399357]
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oet: [-0.62893212]
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final inputs: [-0.28352638]
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oet: [-0.25930614]
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final inputs: [ 0.2593686]
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hidden Outputs: [ 0.31850338 0.42653319 0.30323108 0.24224127 0.25140929 0.43087864
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final inputs: [-0.64917416]
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oet: [-0.36778119]
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hidden Outputs: [ 0.26058628 0.21835284 0.29771982 0.32028042 0.15251704 0.23102596
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final inputs: [-0.04421678]
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oet: [-0.70259881]
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hidden inputs: [-1.48078808 -1.44632398 -0.90277435 -1.46479799 -1.04735253 -1.29714139
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hidden Outputs: [ 0.18530841 0.19056795 0.2884807 0.18773458 0.25973381 0.21464651
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final inputs: [ 0.11155338]
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oet: [-0.80323841]
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hidden Outputs: [ 0.06482682 0.16136721 0.13311759 0.16705204 0.15700002 0.08706895
0.13345929 0.08970844 0.16759756 0.11670897 0.26849829 0.12308873
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final inputs: [ 0.1982857]
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oet: [ 0.70881552]
Progress: 9.5% ... Training loss: 0.744 ... Validation loss: 1.236[-0.5793541]
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hidden inputs: [-0.62090373 -0.39093511 -0.47026451 -1.16643542 -1.43586817 -0.44297914
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hidden Outputs: [ 0.34957594 0.40349221 0.38455364 0.2374999 0.192186 0.39103133
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final inputs: [-0.5793541]
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oet: [-0.23361817]
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...,
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hidden inputs: [-0.59818628 -1.00282887 -0.75679863 -1.00747163 -0.38123742 -0.36784491
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hidden Outputs: [ 0.35475875 0.26838559 0.31934172 0.26747495 0.40582848 0.40906187
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final inputs: [-0.15995721]
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oet: [ 0.06368223]
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hidden inputs: [-2.35053715 -1.4048546 -1.23582116 -0.67397707 -1.64047864 -1.506507
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hidden Outputs: [ 0.08702309 0.19704689 0.22516421 0.33760688 0.16239994 0.18145703
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final inputs: [ 0.19521563]
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oet: [ 0.54649391]
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hidden inputs: [-1.61902208 -1.28819576 -0.48112487 -0.3823467 -0.89915281 -1.18273258
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hidden Outputs: [ 0.16533978 0.21615835 0.38198654 0.40556103 0.28922463 0.23456123
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final inputs: [ 0.3806982]
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oet: [-0.62031264]
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hidden inputs: [-1.14311802 -0.43502653 -0.71941108 -1.04994729 -0.16938844 -0.50688672
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hidden Outputs: [ 0.24174835 0.39292668 0.32752268 0.25923522 0.45775385 0.37592363
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final inputs: [-0.28598385]
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oet: [ 0.16214359]
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hidden inputs: [-1.62263163 -1.13929813 -1.41003863 -1.00081158 -0.77084771 -1.17287287
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hidden Outputs: [ 0.16484226 0.24244925 0.19622796 0.26878188 0.31629576 0.23633609
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final inputs: [ 0.006644]
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oet: [ 0.67993497]
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hidden inputs: [ 0.39596288 -0.526644 -0.65982721 -0.32213421 -0.83545463 -0.08312939
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hidden Outputs: [ 0.59771731 0.37129996 0.34077843 0.42015571 0.30249295 0.47922961
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final inputs: [-0.47622619]
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oet: [-0.28161551]
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hidden inputs: [-2.01659796 -1.69618795 -2.00726509 -1.30646329 -1.60146169 -1.66066855
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hidden Outputs: [ 0.11747123 0.1549638 0.11844224 0.21307927 0.16777742 0.15967227
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final inputs: [ 0.16709395]
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oet: [ 1.37952177]
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hidden inputs: [-1.75539989 -2.35939898 -2.22275202 -1.65961457 -1.92105881 -2.20584164
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hidden Outputs: [ 0.14736741 0.08632159 0.09772587 0.15981374 0.12774354 0.09922713
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final inputs: [ 0.09201066]
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oet: [-0.4917623]
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oet: [-0.06671741]
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hidden inputs: [-1.58015222 -1.43491788 -1.03517059 -0.78624334 -0.6688567 -1.22713459
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final inputs: [ 0.37605461]
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oet: [ 0.57515106]
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oet: [-0.17805864]
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final inputs: [ 0.10540271]
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oet: [-0.83567914]
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oet: [-0.27831744]
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hidden Outputs: [ 0.22028129 0.30547365 0.26924145 0.17910131 0.1692878 0.17809487
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oet: [-0.75296973]
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hidden inputs: [-0.34621282 -0.84375842 -0.99478983 -0.92441477 -1.38887389 -0.50195153
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final inputs: [-0.26575621]
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oet: [-0.32118076]
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hidden inputs: [-0.67041085 -1.954104 -1.68658293 -1.28434084 -1.65364425 -1.72031415
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hidden Outputs: [ 0.33840485 0.12410655 0.15622575 0.21681222 0.16061703 0.1518307
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final inputs: [-0.03658236]
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oet: [-0.97485993]
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oet: [ 0.97269743]
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hidden inputs: [-1.59387798 -1.94681689 -1.55128549 -0.738016 -1.11254079 -2.01855076
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oet: [-0.50377442]
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oet: [-0.02196642]
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oet: [ 1.31783955]
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hidden Outputs: [ 0.14295482 0.10493952 0.11780076 0.17336753 0.1886796 0.0917196
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oet: [-0.12801435]
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oet: [-0.46122403]
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final inputs: [-0.74254089]
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oet: [-0.01530082]
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hidden Outputs: [ 0.32642005 0.29813966 0.33274082 0.29460357 0.20157504 0.33182295
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hidden inputs: [-1.20642386 -0.94013487 -0.58223036 -0.9513943 -0.97434523 -0.61048014
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oet: [-0.80354414]
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hidden inputs: [-0.86201526 -0.98316596 -1.18626206 -1.38401378 -1.18053491 -0.61571348
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hidden Outputs: [ 0.29691847 0.27226404 0.23392813 0.20036514 0.23495603 0.35075698
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oet: [ 0.17083729]
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hidden inputs: [-0.18315475 0.07126018 -0.48658919 -0.42377763 -0.48129592 0.3193714
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oet: [-0.0585545]
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final inputs: [-0.03642128]
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oet: [-0.55602875]
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final inputs: [ 0.36389426]
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oet: [ 1.29849564]
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oet: [ 0.39757382]
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hidden Outputs: [ 0.13045651 0.19625448 0.16420907 0.17531323 0.11003515 0.12937543
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oet: [-0.72909173]
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hidden inputs: [-2.57681605 -2.59497676 -2.51703435 -1.72243189 -1.83954442 -2.94261912
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hidden Outputs: [ 0.07064549 0.06946241 0.0746726 0.15155819 0.13710518 0.05008651
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final inputs: [ 0.29401376]
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oet: [ 1.72121173]
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hidden inputs: [-2.42168451 -1.99649452 -1.99911285 -1.37825016 -1.68435842 -2.45975531
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hidden Outputs: [ 0.08153402 0.11957147 0.1192961 0.20129018 0.1565192 0.07872808
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final inputs: [ 0.17147621]
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oet: [ 1.99260179]
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oet: [-0.27368091]
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oet: [-0.35029846]
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oet: [ 0.73994755]
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oet: [ 2.15594269]
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hidden inputs: [-0.91164768 -1.1482878 -1.42403504 -0.96255093 -0.91685417 -0.81068258
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oet: [-0.8641572]
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final inputs: [ 0.1452788]
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oet: [-0.98581635]
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final inputs: [ 0.12942359]
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oet: [ 1.68181882]
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hidden Outputs: [ 0.16111744 0.08424355 0.10296015 0.22325223 0.12092058 0.11183333
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final inputs: [ 0.13100857]
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oet: [-1.08180724]
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oet: [ 0.22328289]
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hidden Outputs: [ 0.14781811 0.09738485 0.19847965 0.20882469 0.24440595 0.13251259
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final inputs: [ 0.31659935]
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oet: [-0.14824764]
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hidden inputs: [-1.70943482 -1.80260871 -1.6471877 -1.17453607 -1.22828268 -1.81262973
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hidden Outputs: [ 0.15323704 0.14153381 0.1614894 0.23603605 0.22648214 0.1403206
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final inputs: [ 0.09568634]
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oet: [ 0.19101911]
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hidden inputs: [-2.52786079 -1.5286374 -2.00457397 -1.36533934 -1.65568413 -2.47872294
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hidden Outputs: [ 0.07392797 0.17819314 0.11872352 0.20337389 0.1603422 0.07736331
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final inputs: [ 0.16789464]
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oet: [ 0.67856296]
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hidden inputs: [-2.14696619 -1.90786909 -1.6605993 -1.43829285 -2.15858886 -1.76171922
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hidden Outputs: [ 0.10461506 0.12922044 0.15968156 0.19180985 0.10353135 0.14657515
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final inputs: [-0.05399219]
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oet: [ 0.44837919]
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hidden inputs: [-0.79442704 -1.35199357 -1.04362413 -1.39155672 -1.1531148 -1.46059054
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hidden Outputs: [ 0.31121889 0.20554464 0.26045132 0.19915935 0.23992061 0.18837702
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final inputs: [-0.1819566]
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oet: [-0.07971006]
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hidden inputs: [-1.82322655 -1.08383656 -0.50588967 -1.15312212 -1.38070676 -1.33889727
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hidden Outputs: [ 0.13904716 0.25278067 0.37615758 0.23991928 0.20089552 0.20769146
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final inputs: [-0.09340136]
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oet: [-0.6699534]
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hidden Outputs: [ 0.60960215 0.40536023 0.30698333 0.41748754 0.29432026 0.46932717
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final inputs: [-0.62015528]
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oet: [-0.41885229]
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hidden Outputs: [ 0.17519955 0.33208061 0.30579596 0.23536757 0.34564044 0.21952384
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final inputs: [ 0.02046285]
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oet: [ 0.97484727]
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hidden inputs: [-2.02049149 -1.77695406 -0.8420029 -0.69001111 -1.64807762 -1.73261173
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hidden Outputs: [ 0.11706818 0.14467965 0.30111312 0.3340306 0.16136893 0.15025382
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final inputs: [ 0.21105081]
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oet: [-0.74285722]
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hidden inputs: [-1.87001592 -2.09124591 -2.20923229 -1.56036244 -1.11176333 -2.16263871
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hidden Outputs: [ 0.13353988 0.10995059 0.09892448 0.17359465 0.2475423 0.10315608
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final inputs: [ 0.14551173]
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oet: [ 1.5499565]
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oet: [-0.59557011]
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oet: [ 0.10442186]
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oet: [-0.38476251]
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hidden inputs: [ 0.1031749 -0.247568 -0.63815935 -1.34989353 -0.48155936 -0.03983212
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hidden Outputs: [ 0.52577087 0.43842219 0.34566274 0.20588778 0.38188397 0.49004329
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oet: [-0.17695201]
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oet: [-1.23352119]
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hidden inputs: [-1.49864294 -1.73556802 -0.80345635 -1.36446062 -0.75054364 -1.04291824
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oet: [ 0.02259737]
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oet: [ 0.06759353]
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oet: [-0.55604804]
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hidden inputs: [-1.35341898 -0.51554215 -0.94302943 -1.38011044 -1.4839598 -1.05116478
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final inputs: [-0.39567342]
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oet: [-0.43383802]
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hidden inputs: [-1.56754146 -1.20970068 -0.89173922 -1.40044305 -1.83520876 -1.4839322
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hidden Outputs: [ 0.17256716 0.22975402 0.29075104 0.19774582 0.13761893 0.18483422
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oet: [-0.25370289]
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hidden Outputs: [ 0.27905712 0.1830134 0.2153726 0.21300447 0.20917418 0.27365702
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oet: [-0.42693999]
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oet: [-0.88558509]
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final inputs: [ 0.03947433]
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oet: [-1.05091661]
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oet: [ 0.76116394]
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final inputs: [-0.08832768]
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oet: [ 0.42758412]
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final inputs: [ 0.21624827]
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oet: [-0.77561996]
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hidden Outputs: [ 0.25249272 0.43158381 0.45618962 0.23481901 0.29645328 0.41908792
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final inputs: [-0.33847939]
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oet: [-0.41298983]
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oet: [ 1.48302122]
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final inputs: [ 0.20541589]
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oet: [ 2.20123658]
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hidden Outputs: [ 0.14965963 0.16096276 0.16660659 0.21381569 0.18513192 0.14174568
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oet: [-0.93510113]
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final inputs: [ 0.2992642]
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oet: [ 0.32667116]
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hidden Outputs: [ 0.1010144 0.14074756 0.33186605 0.19361072 0.17221377 0.15789777
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oet: [ 0.05776277]
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oet: [ 0.23162246]
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oet: [ 0.11746617]
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oet: [ 0.15959382]
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oet: [ 0.13638454]
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oet: [-0.70019571]
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oet: [ 1.04767886]
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hidden Outputs: [ 0.30284872 0.3337866 0.20708756 0.18665579 0.17806489 0.3222105
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oet: [-0.19465234]
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hidden Outputs: [ 0.25930648 0.36623976 0.51300091 0.29520606 0.40305207 0.48274401
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final inputs: [-0.1524102]
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oet: [ 0.77394578]
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hidden inputs: [-1.69793729 -1.67719235 -1.5788831 -1.34240506 -0.95696859 -1.57999306
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hidden Outputs: [ 0.15473486 0.15746761 0.17095372 0.20711483 0.27748554 0.17079646
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final inputs: [ 0.32874953]
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oet: [ 0.61143002]
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hidden inputs: [ 0.4047288 -0.34485046 -0.67505134 -0.9606447 -0.72514032 -0.08294066
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oet: [-0.56977614]
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final inputs: [ 0.30887035]
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oet: [-0.16257087]
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hidden inputs: [-2.52106576 -1.94100611 -1.62183049 -1.22334974 -1.85353914 -2.55022641
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final inputs: [ 0.22921834]
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oet: [-0.06637969]
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hidden inputs: [-1.23743364 -1.68769244 -1.65287105 -0.57400279 -1.35691966 -1.19863029
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hidden Outputs: [ 0.22488301 0.15607955 0.1607213 0.36031372 0.20474139 0.23171897
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final inputs: [ 0.21221328]
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oet: [ 0.66732266]
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hidden Outputs: [ 0.46852124 0.49781389 0.28718182 0.205266 0.41673682 0.37765288
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final inputs: [-0.4147811]
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oet: [ 0.49492391]
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hidden inputs: [-1.31483553 -0.6279479 -0.96992406 -1.31122467 -1.70641844 -0.88218112
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hidden Outputs: [ 0.21167881 0.34797599 0.27489564 0.21228198 0.15362884 0.292726
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final inputs: [-0.51332669]
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oet: [-0.43195892]
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hidden inputs: [-0.41852972 -0.23589239 -0.54497857 -1.25995471 -1.17366426 -0.40744784
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hidden Outputs: [ 0.39686863 0.44129885 0.3670302 0.22098169 0.23619329 0.39952424
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final inputs: [-0.50728373]
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oet: [-0.24504492]
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oet: [-0.76810943]
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hidden inputs: [-2.34919786 -1.82085487 -1.34446491 -0.93012236 -1.93732884 -1.74242571
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oet: [ 0.67267739]
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hidden inputs: [-2.24248862 -2.44670417 -2.3551962 -1.84825417 -1.32084846 -2.43358984
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hidden Outputs: [ 0.09599935 0.0796799 0.08665364 0.13607801 0.21067717 0.0806469
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final inputs: [ 0.21637964]
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oet: [ 1.5783236]
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hidden inputs: [-1.85047417 -1.2783656 -0.82242104 -0.93488015 -0.86050349 -1.28142498
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hidden Outputs: [ 0.13581723 0.21782856 0.30524998 0.28193569 0.29723416 0.21730776
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oet: [-0.39051006]
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hidden inputs: [-1.25437959 -1.50190465 -1.10406102 -0.66732171 -1.91476785 -0.73532174
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final inputs: [ 0.01784784]
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oet: [-0.71504593]
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hidden inputs: [-1.24947225 -1.82941858 -2.27216833 -1.3707131 -1.32303915 -1.71447138
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hidden Outputs: [ 0.22279151 0.13830755 0.09345435 0.20250466 0.2103131 0.15258466
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final inputs: [-0.00014538]
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oet: [-1.01680997]
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hidden inputs: [-0.99141405 -1.40666413 -1.47386076 -1.20705918 -0.56604891 -1.4960729
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hidden Outputs: [ 0.27063287 0.19676074 0.18635651 0.23022181 0.36214902 0.18301197
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final inputs: [-0.12893109]
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oet: [-0.36979698]
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hidden inputs: [-2.93140702 -2.38944851 -1.91665846 -1.50120623 -1.44278924 -1.94214015
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hidden Outputs: [ 0.05062266 0.08398085 0.12823465 0.18224569 0.19111379 0.12541293
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final inputs: [ 0.37203977]
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oet: [ 0.76109675]
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hidden inputs: [ 0.4113849 -0.22229902 -0.7185 -1.50957808 -0.05436957 -0.31994288
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hidden Outputs: [ 0.6014199 0.44465298 0.32772338 0.18100133 0.48641096 0.42068967
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final inputs: [-0.62848304]
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oet: [ 0.54323417]
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hidden inputs: [-2.31100471 -1.81256273 -2.15898636 -1.70026803 -1.97084331 -2.15675532
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hidden Outputs: [ 0.09021565 0.14032868 0.10349446 0.15443026 0.12229834 0.10370165
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final inputs: [ 0.06639465]
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oet: [-0.75256662]
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hidden inputs: [-0.57974498 -0.65605521 -0.86741713 -1.51712545 -1.53409546 -1.1361485
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hidden Outputs: [ 0.35899128 0.34162631 0.29579203 0.1798852 0.17739526 0.2430282
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final inputs: [-0.41578651]
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oet: [-0.42475104]
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hidden inputs: [-0.37570842 -0.60563417 -1.16060426 -1.26685517 -0.43998783 -0.63600897
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hidden Outputs: [ 0.40716239 0.35305574 0.23855751 0.21979607 0.39174387 0.34614927
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final inputs: [-0.30284057]
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oet: [-0.03049582]
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hidden inputs: [-0.94399288 -1.41145836 -1.48633902 -1.35319536 -1.2502327 -0.74484596
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hidden Outputs: [ 0.28009451 0.19600414 0.18447186 0.20534846 0.22265986 0.32194538
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final inputs: [-0.17571193]
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oet: [ 0.76856896]
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hidden inputs: [-1.95336588 -1.38100775 -1.04859596 -1.37346168 -1.96238789 -1.9472792
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hidden Outputs: [ 0.12418681 0.2008472 0.25949481 0.20206114 0.12320886 0.12485034
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final inputs: [-0.00943123]
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oet: [-0.95790661]
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hidden inputs: [-2.3281657 -1.89300907 -1.48710769 -1.55288252 -1.76491192 -1.7865147
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hidden Outputs: [ 0.088817 0.13090176 0.18435624 0.17467033 0.14617622 0.14350056
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final inputs: [-0.00031989]
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oet: [-0.75752182]
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hidden inputs: [-1.70365083 -1.90373011 -1.61719529 -1.87182024 -1.4818105 -2.1625431
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hidden Outputs: [ 0.15398905 0.12968688 0.16559204 0.13333125 0.18515411 0.10316492
0.2459857 0.11262618 0.16700759 0.11315874 0.2068338 0.10759662
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final inputs: [ 0.10683904]
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oet: [-0.93083742]
Progress: 10.0% ... Training loss: 0.736 ... Validation loss: 1.249[-0.09617301]
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hidden inputs: [-2.03240353 -0.92297512 -0.63084518 -1.40366672 -1.34846564 -1.16200222
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hidden Outputs: [ 0.11584252 0.28435208 0.34731892 0.1972349 0.20612133 0.23830366
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final inputs: [-0.09617301]
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oet: [ 0.30862917]
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hidden inputs: [-1.61278471 -1.34189829 -1.6102164 -1.94337065 -1.28588509 -2.09890791
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hidden Outputs: [ 0.16620235 0.20719806 0.16655857 0.12527802 0.21655012 0.10920301
0.16656241 0.12406632 0.15795597 0.19926751 0.16788047 0.19476737
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final inputs: [-0.05594394]
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oet: [-0.74048916]
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hidden inputs: [-0.99672902 -1.19561695 -0.45352698 -1.17992244 -0.77592698 -0.86076093
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hidden Outputs: [ 0.26958502 0.23225585 0.38852252 0.23506614 0.31519838 0.29718039
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final inputs: [-0.26311922]
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hidden Outputs: [ 0.19229874 0.14816286 0.16899379 0.25574707 0.19775957 0.22625411
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hidden Outputs: [ 0.08230757 0.11901849 0.17293763 0.18333633 0.20344041 0.12511291
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final inputs: [-0.33600314]
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final inputs: [-0.34555143]
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hidden Outputs: [ 0.34383944 0.20469488 0.18197936 0.26022949 0.28572517 0.31138996
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final inputs: [-0.10647731]
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final inputs: [ 0.28453325]
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hidden Outputs: [ 0.26865002 0.29429016 0.46132585 0.28390913 0.22805768 0.36716601
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hidden inputs: [-1.91284176 -0.80402587 -1.23721392 -1.6274738 -1.63435458 -1.48946456
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hidden Outputs: [ 0.12866193 0.30916501 0.22492132 0.16417672 0.1632347 0.18400211
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final inputs: [-0.00577204]
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oet: [ 1.06172577]
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final inputs: [-0.01436682]
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final inputs: [ 0.23873402]
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hidden Outputs: [ 0.11079665 0.06111901 0.10286819 0.22344524 0.17081237 0.05181306
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final inputs: [ 0.37635577]
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[ -3.08202352e-01 7.40035228e-02 -1.07439414e-01 ..., -6.59688720e-03
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hidden inputs: [-1.28569574 -2.20539339 -2.0855605 -2.18263301 -1.53552611 -1.94054326
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hidden Outputs: [ 0.21658224 0.09926721 0.11050821 0.10132093 0.17718659 0.12558819
0.27514746 0.10922113 0.1408173 0.12140436 0.21026189 0.06586464
0.18561211 0.11981985 0.11351904 0.10658926 0.13862898 0.14015087
0.1188982 ]
final inputs: [ 0.07870986]
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oet: [-1.07361297]
Progress: 10.5% ... Training loss: 0.726 ... Validation loss: 1.217[-0.05151373]
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...,
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hidden inputs: [-1.35241186 -1.24492656 -0.36465465 -1.35472167 -0.91657359 -1.07222739
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hidden Outputs: [ 0.20547634 0.22357961 0.40983328 0.20509951 0.28565656 0.25497973
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final inputs: [-0.05151373]
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oet: [-0.1274571]
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...,
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hidden inputs: [-1.77298119 -2.34435179 -2.27473386 -1.69511807 -1.92000558 -2.23312017
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hidden Outputs: [ 0.14517198 0.08751577 0.09323722 0.15510395 0.12786094 0.09681546
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final inputs: [ 0.10221214]
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oet: [-0.87107996]
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...,
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hidden inputs: [-0.83963611 -0.3931901 -1.24102091 -1.64516447 -1.17694068 -0.90862447
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hidden Outputs: [ 0.30161143 0.40294959 0.22425833 0.16176356 0.23560272 0.2872814
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final inputs: [-0.48088087]
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oet: [ 0.35704061]
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hidden inputs: [-0.7987162 -1.12921321 -1.35007128 -1.34847626 -1.47132529 -1.14023305
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hidden Outputs: [ 0.3103002 0.24430633 0.20585872 0.2061196 0.18674126 0.24227757
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final inputs: [-0.41405818]
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oet: [-0.39340103]
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hidden inputs: [-1.42434819 -1.64397357 -1.18124919 -0.94460957 -0.65591526 -1.08420684
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hidden Outputs: [ 0.19398083 0.1619251 0.23482766 0.27997017 0.34165779 0.25271074
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final inputs: [ 0.27143515]
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oet: [-0.21885762]
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hidden inputs: [-1.60734503 -1.48674901 -1.1633412 -0.71124012 -0.80042353 -1.14152119
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hidden Outputs: [ 0.16695755 0.18441018 0.2380607 0.32932488 0.30993493 0.24204118
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final inputs: [ 0.21183393]
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oet: [-1.16814566]
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hidden inputs: [-1.57592518 -1.43288403 -1.44863275 -1.54335161 -1.04073327 -2.06843575
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hidden Outputs: [ 0.17137335 0.19264972 0.19021208 0.17604858 0.26100853 0.11220276
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final inputs: [ 0.23361783]
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oet: [-1.08518149]
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hidden inputs: [-2.99724959 -2.76406437 -2.11069658 -1.04061465 -1.93358576 -2.8372169
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hidden Outputs: [ 0.04755028 0.05929724 0.10806151 0.26103141 0.12635422 0.05534587
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final inputs: [ 0.60160469]
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oet: [ 3.006894]
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hidden inputs: [-2.19797908 -2.12164907 -1.07453281 -1.10479494 -1.44361465 -2.61265555
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hidden Outputs: [ 0.09993211 0.10701038 0.25454202 0.24884254 0.19098622 0.06832836
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oet: [ 0.0341393]
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oet: [ 1.60699467]
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hidden Outputs: [ 0.14741011 0.29984563 0.22854219 0.14669044 0.23835034 0.23181542
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oet: [-0.08283268]
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oet: [-0.47120502]
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oet: [-0.78904635]
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final inputs: [ 0.1868674]
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oet: [ 0.35085906]
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oet: [-0.51332167]
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final inputs: [ 0.40066033]
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oet: [ 1.07979872]
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hidden inputs: [-1.08219862 -0.90069828 -1.02878443 -0.83121891 -1.2451756 -1.37904839
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hidden Outputs: [ 0.25309017 0.28890702 0.26331984 0.3033874 0.22353638 0.20116188
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final inputs: [-0.06253376]
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oet: [-0.03925428]
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hidden inputs: [-0.89214226 -1.0463038 -1.10976433 -1.02243875 -0.90685322 -0.86875203
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hidden Outputs: [ 0.29066794 0.2599355 0.24791483 0.26455263 0.2876442 0.29551405
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final inputs: [-0.27028676]
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oet: [-0.7191033]
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...,
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oet: [ 3.006894]
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hidden inputs: [-1.36531599 -1.75093752 -1.15611399 -1.05963898 -0.94420324 -1.00700658
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hidden Outputs: [ 0.20337767 0.14792899 0.23937411 0.25737845 0.28005209 0.26756608
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oet: [-0.25561062]
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hidden inputs: [-1.31073441 -1.25640967 -1.06241859 -1.41065147 -1.15544913 -0.99032116
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oet: [ 0.48127249]
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hidden inputs: [-1.13927068 -0.9434978 -1.15096579 -1.36684473 -1.30612745 -1.0738435
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oet: [-0.359898]
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oet: [ 0.96533365]
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hidden inputs: [-2.44749312 -2.47540837 -1.93884238 -1.8485312 -1.45609152 -2.96526654
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final inputs: [ 0.34415701]
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oet: [ 0.31485669]
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hidden Outputs: [ 0.14067784 0.10249655 0.19643632 0.30325202 0.24902826 0.12284025
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final inputs: [ 0.55988183]
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oet: [ 1.69791812]
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hidden Outputs: [ 0.17667952 0.12164706 0.15782646 0.14711694 0.20659597 0.15129409
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oet: [-0.79965878]
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hidden Outputs: [ 0.17075988 0.26700315 0.24135866 0.18514561 0.32716488 0.16402391
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final inputs: [ 0.02456644]
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oet: [-0.19251115]
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oet: [ 0.51433812]
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hidden inputs: [-1.47316869 -1.31994208 -1.47038599 -2.10138852 -1.5535478 -2.14047208
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hidden Outputs: [ 0.18646147 0.21082793 0.18688395 0.10896194 0.17457445 0.10522493
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oet: [-0.89122757]
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hidden inputs: [-1.3429683 -2.39718161 -2.23519809 -1.78081745 -2.1016796 -2.45669747
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hidden Outputs: [ 0.20702235 0.08338787 0.09663392 0.14420222 0.10893368 0.07895015
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final inputs: [ 0.04388884]
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oet: [-1.05533113]
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hidden inputs: [-1.52975298 -1.42678291 -0.97464919 -1.14086246 -0.80059686 -1.7671282
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hidden Outputs: [ 0.17802983 0.19360044 0.27395479 0.24216205 0.30989786 0.14589983
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final inputs: [ 0.48291906]
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oet: [ 1.73077644]
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hidden inputs: [-0.18851872 -0.13721665 -0.65574101 -0.97146897 -0.82341313 0.11642544
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oet: [ 0.01090218]
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hidden inputs: [-1.64905347 -1.61195576 -0.33754794 -0.6491963 -0.79742086 -0.95538674
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hidden Outputs: [ 0.16123692 0.16631726 0.41640524 0.34317067 0.31057749 0.2778028
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final inputs: [ 0.28587705]
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oet: [-0.21124729]
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hidden inputs: [-2.45489533 -2.06771484 -0.90900283 -1.19013592 -1.44515318 -2.31686803
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hidden Outputs: [ 0.0790813 0.1122746 0.28720393 0.23323463 0.19074862 0.08973556
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final inputs: [ 0.36606962]
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oet: [ 0.1275524]
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hidden inputs: [-0.23141908 -0.58038045 -0.98140599 -0.88592267 -0.0037413 -0.52145477
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hidden Outputs: [ 0.44240205 0.35884506 0.27261289 0.29195196 0.49906468 0.37251212
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final inputs: [-0.3411212]
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oet: [ 0.47088152]
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hidden inputs: [-1.47721187 -2.24871663 -2.07712186 -1.36650298 -1.23970461 -2.07888589
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hidden Outputs: [ 0.18584892 0.09546022 0.11134042 0.20318543 0.22448741 0.111166
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final inputs: [ 0.06549201]
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oet: [ 0.20760776]
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hidden inputs: [-0.62313174 -1.04406948 -0.6932395 -0.57832777 -0.53299839 -0.7408832
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hidden Outputs: [ 0.34906952 0.26036555 0.33331282 0.35931746 0.36981783 0.32281104
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final inputs: [ 0.03626353]
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hidden inputs: [-0.62004477 -0.37982574 -0.73740043 -0.87257994 -0.42402859 -0.37285392
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oet: [ 0.76967361]
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hidden inputs: [-1.18250857 -0.58624675 -1.07339868 -1.21757957 -1.47564007 -0.81184821
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hidden Outputs: [ 0.23460145 0.35749649 0.25475729 0.22836268 0.18608686 0.30749679
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final inputs: [-0.42384265]
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oet: [-0.59862575]
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oet: [ 0.71313269]
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hidden inputs: [-0.57020323 -0.66704671 -0.46939183 -1.16508175 -0.28961491 -0.43545252
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final inputs: [-0.39075161]
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oet: [-0.18515925]
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hidden inputs: [-1.56312567 -1.94831612 -1.66234127 -1.3019132 -1.34973139 -1.96001629
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final inputs: [ 0.1301846]
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oet: [-0.15478986]
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final inputs: [ 0.2452845]
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oet: [ 1.38402707]
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hidden inputs: [-2.68689459 -1.78546192 -1.37378084 -1.38320428 -1.75891584 -2.27607516
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hidden Outputs: [ 0.06375112 0.14363001 0.20200968 0.20049487 0.14692618 0.09312388
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final inputs: [ 0.24410738]
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oet: [-0.12537317]
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hidden inputs: [-1.73351884 -1.67050868 -1.77213652 -0.98641179 -1.28359255 -1.39657592
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hidden Outputs: [ 0.15013803 0.15835637 0.14527683 0.2716214 0.21693931 0.19836002
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final inputs: [ 0.06412385]
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oet: [ 0.6389943]
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hidden inputs: [-0.30510649 -0.83472957 -0.99479071 -0.98270134 -1.48319608 -0.76194062
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hidden Outputs: [ 0.42430964 0.30264596 0.26996686 0.27235611 0.18494516 0.31822509
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final inputs: [-0.42073112]
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oet: [-0.58519811]
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hidden Outputs: [ 0.07069195 0.07072428 0.10740903 0.29825542 0.10305728 0.07473436
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final inputs: [ 0.39538157]
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oet: [ 1.39380862]
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hidden inputs: [-1.79396274 -0.66449643 -0.91427514 -1.4086712 -1.69688996 -1.07024812
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hidden Outputs: [ 0.14258757 0.33973028 0.28612581 0.19644373 0.15487189 0.2553559
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oet: [-0.52834236]
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...,
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hidden inputs: [-2.76629125 -2.57143429 -2.13647011 -1.32455048 -1.62841826 -2.77750175
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hidden Outputs: [ 0.05917315 0.07099964 0.10560233 0.21006221 0.16404716 0.05855212
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final inputs: [ 0.36060364]
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oet: [-1.01921034]
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hidden inputs: [-0.78429999 -0.22645671 -0.39052971 -0.76478346 -0.15208916 -0.28434054
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hidden Outputs: [ 0.31339388 0.44362653 0.40358979 0.31760863 0.46205083 0.42938996
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final inputs: [-0.29153103]
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oet: [ 0.12909937]
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hidden inputs: [-1.81014458 -1.73471418 -2.12963822 -1.24538988 -1.86819931 -2.14637515
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hidden Outputs: [ 0.14062065 0.14998558 0.10624934 0.22349919 0.13375021 0.10467044
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final inputs: [ 0.17075054]
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oet: [-1.06641865]
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hidden inputs: [-1.42940991 -1.78354682 -1.5563069 -0.93795819 -1.32892238 -1.52006255
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hidden Outputs: [ 0.19319064 0.14386573 0.17417722 0.28131296 0.20933767 0.17945231
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final inputs: [ 0.13612255]
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oet: [ 1.33331038]
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hidden inputs: [-1.02858059 -1.19798478 -1.27398777 -1.68416359 -1.07197648 -1.46142143
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hidden Outputs: [ 0.26335938 0.23183391 0.21857538 0.15654493 0.25502739 0.18825002
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final inputs: [-0.17271692]
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oet: [-0.54653339]
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hidden inputs: [-2.58992611 -1.91276503 -1.35443898 -0.52532763 -0.71610971 -2.06156959
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hidden Outputs: [ 0.06978958 0.12867053 0.2051456 0.3716073 0.32825023 0.11288855
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final inputs: [ 0.76069584]
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oet: [-0.73568358]
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hidden inputs: [-0.7993501 -1.15143348 -0.70025357 -1.20059922 -1.5408187 -1.06707212
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hidden Outputs: [ 0.31016456 0.24022735 0.33175601 0.23136864 0.17641629 0.25596028
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final inputs: [-0.18069047]
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oet: [-0.79767348]
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hidden inputs: [-2.43741465 -2.63703479 -2.32039802 -1.32170454 -1.75898204 -2.92818724
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hidden Outputs: [ 0.08036378 0.06679262 0.08944764 0.21053484 0.14691788 0.05077763
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final inputs: [ 0.59361878]
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oet: [ 1.00261445]
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hidden Outputs: [ 0.40200861 0.30931689 0.23891776 0.24761472 0.36275369 0.47054794
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oet: [ 0.8663469]
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hidden inputs: [-0.67934498 -1.60063389 -1.60852243 -1.56910973 -1.70421901 -1.49609819
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hidden Outputs: [ 0.33640751 0.16789304 0.16679386 0.17234334 0.15391504 0.18300819
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final inputs: [-0.14970392]
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oet: [-0.85071225]
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hidden inputs: [-1.07078484 -0.17893925 -0.54363961 -1.53731864 -0.18737123 -0.5993388
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final inputs: [-0.2650446]
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oet: [ 0.54917049]
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hidden inputs: [ 0.22034324 0.416472 -0.60324817 -1.27144594 -1.49649956 -0.04073336
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hidden Outputs: [ 0.55486401 0.60263872 0.35360092 0.21900983 0.18294818 0.48981807
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final inputs: [-0.90800458]
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oet: [-0.01522881]
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hidden inputs: [-0.88037955 -1.85153424 -1.73480138 -1.38074108 -1.36834406 -1.25429656
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hidden Outputs: [ 0.29309913 0.13569286 0.14997446 0.20089 0.20288752 0.22195727
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final inputs: [-0.03889324]
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oet: [-0.71343541]
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hidden inputs: [-1.85927451 -0.90032824 -0.76361197 -1.22292738 -0.71736223 -0.80762004
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hidden Outputs: [ 0.13478764 0.28898305 0.31786258 0.2274217 0.3279741 0.30839788
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final inputs: [-0.09821309]
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oet: [-0.02562717]
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hidden inputs: [-1.90806678 -0.67233211 -0.96084711 -1.15171124 -1.02480384 -0.97811633
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hidden Outputs: [ 0.12919819 0.33797484 0.27670862 0.24017666 0.26409273 0.27326571
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final inputs: [-0.13390993]
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oet: [-0.63495789]
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hidden inputs: [-1.33450962 -0.73297402 -0.83456043 -0.64899071 -0.69531479 -0.95066127
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hidden Outputs: [ 0.2084144 0.32454244 0.30268166 0.34321702 0.33285182 0.27875185
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final inputs: [ 0.27028572]
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oet: [ 0.00281405]
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hidden inputs: [-1.47795919 -0.99447142 -0.51833541 -0.65648836 -0.90457572 -1.04282535
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hidden Outputs: [ 0.18573587 0.27002979 0.37324155 0.34152889 0.28811109 0.26060521
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final inputs: [ 0.18297319]
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oet: [-0.3509179]
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...,
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final inputs: [ 0.06885873]
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oet: [-1.08581407]
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hidden inputs: [-1.17028274 -1.60756958 -1.39117948 -1.42822886 -1.58371555 -2.37731852
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hidden Outputs: [ 0.23680388 0.16692632 0.19921953 0.1933748 0.17026991 0.08491871
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oet: [-0.4830427]
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hidden inputs: [-0.74582573 -0.18073076 -1.09185479 -1.08054084 -1.90182518 -0.45552516
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hidden Outputs: [ 0.32173153 0.45493989 0.25126917 0.25340368 0.12990204 0.38804791
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final inputs: [-0.52063701]
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oet: [-0.50734444]
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hidden inputs: [-0.82103657 -1.30538604 -1.29980626 -0.96414493 -1.05862479 -0.87931723
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hidden Outputs: [ 0.30554367 0.21325995 0.21419762 0.27604908 0.25757235 0.29331928
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final inputs: [-0.04504432]
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oet: [-0.39304013]
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hidden inputs: [-0.85209834 -0.99832669 -0.92660577 -0.79774702 -1.25273243 -0.85334747
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final inputs: [-0.37305826]
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oet: [-0.6659493]
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hidden inputs: [-1.48850068 -2.31858257 -1.98409657 -1.53981848 -1.6137639 -1.78754147
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hidden Outputs: [ 0.18414687 0.08959561 0.12088282 0.17656166 0.1660667 0.14337441
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final inputs: [ 0.16138486]
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oet: [ 0.35428938]
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hidden Outputs: [ 0.1403276 0.08613321 0.05420385 0.15207137 0.13520125 0.08603723
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final inputs: [ 0.17729187]
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oet: [ 1.15431466]
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hidden inputs: [-0.5576771 -1.00815064 -1.78279161 -1.54126065 -1.37249842 -0.78344232
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hidden Outputs: [ 0.3640851 0.26734193 0.14395877 0.17635209 0.20221649 0.31357846
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final inputs: [-0.2508299]
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oet: [-0.56214236]
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hidden inputs: [-2.25255425 -2.16862244 -2.06757954 -1.50045899 -1.480467 -2.46397077
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hidden Outputs: [ 0.09512937 0.1026038 0.11228808 0.18235708 0.18535689 0.07842288
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final inputs: [ 0.2454537]
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oet: [-0.99778235]
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hidden inputs: [-1.27413359 -1.12406954 -1.35335355 -1.60788908 -2.18555561 -1.2442113
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hidden Outputs: [ 0.21855047 0.24525721 0.20532265 0.16688189 0.10105512 0.2237038
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oet: [-0.36207734]
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hidden inputs: [-1.96435044 -1.76703048 -1.51557822 -1.31974374 -1.40563037 -1.81773617
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hidden Outputs: [ 0.122997 0.14591201 0.18011357 0.21086093 0.19692418 0.13970574
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oet: [-0.60327613]
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hidden inputs: [-0.91948323 -1.6023954 -1.71712489 -1.65456634 -1.36453084 -1.95516783
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hidden Outputs: [ 0.2850632 0.16764709 0.15224187 0.16049275 0.20350491 0.12399095
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final inputs: [ 0.01872184]
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oet: [-0.51193685]
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hidden inputs: [-1.86522327 -2.12468536 -1.43220265 -1.12685261 -1.02338088 -2.00431443
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hidden Outputs: [ 0.1340954 0.10672059 0.19275572 0.24474241 0.26436937 0.11875068
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final inputs: [ 0.31816612]
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oet: [-0.33174526]
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hidden inputs: [-0.07738512 0.07126519 -0.81007991 -1.20444815 -0.16757607 0.06872441
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final inputs: [-0.70221302]
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oet: [ 0.15386744]
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hidden inputs: [ 0.07032133 -0.22240765 -0.77638036 -1.44826136 -0.54488614 -0.52438046
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final inputs: [-0.55954972]
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oet: [ 0.19313499]
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hidden inputs: [-1.52869147 -1.84035708 -1.00671227 -1.61005764 -2.01242163 -2.07865187
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hidden Outputs: [ 0.17818522 0.13700907 0.26762376 0.16658061 0.11790489 0.11118913
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final inputs: [ 0.01315421]
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oet: [-1.03010955]
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hidden inputs: [-1.72883051 -1.65596058 -0.81349312 -0.99009122 -1.38660605 -1.76136395
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hidden Outputs: [ 0.15073723 0.16030499 0.30714663 0.27089406 0.19995013 0.1466196
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final inputs: [ 0.33962709]
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oet: [-0.51859791]
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hidden inputs: [-0.89536078 -0.78615368 0.20220463 -1.43489093 -0.74394054 -0.59166485
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hidden Outputs: [ 0.29000479 0.31299515 0.55037962 0.19233776 0.32214306 0.35625295
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final inputs: [-0.12772301]
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oet: [ 0.07555248]
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hidden inputs: [-1.02298973 -0.78726906 -1.36081561 -1.305386 -1.4248321 -1.87621241
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hidden Outputs: [ 0.26444545 0.31275536 0.20410778 0.21325996 0.19390518 0.13282453
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final inputs: [-0.02917455]
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oet: [-0.51365797]
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oet: [ 0.75196678]
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oet: [ 1.7752052]
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oet: [ 2.34584825]
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oet: [-0.02181386]
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hidden inputs: [-1.07329938 -1.37876984 -1.82091143 -1.4626765 -1.02246842 -1.50207602
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hidden Outputs: [ 0.25477614 0.20120664 0.13932454 0.1880583 0.26454686 0.1821161
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final inputs: [ 0.08522911]
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oet: [ 0.98175074]
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oet: [-0.39706751]
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hidden inputs: [-2.48512752 -1.75385061 -1.23434794 -1.92426885 -1.3640445 -2.13020288
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final inputs: [ 0.16465801]
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oet: [ 0.8692435]
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hidden inputs: [-1.90822052 -1.28655195 -1.09461979 -1.41738134 -1.82652172 -1.69850397
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hidden Outputs: [ 0.1291809 0.216437 0.25074934 0.19507244 0.13865316 0.15466076
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final inputs: [-0.15231892]
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oet: [-0.20858275]
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hidden inputs: [-1.32941062 -0.98751907 -0.79087548 -0.59116308 -1.3060415 -1.00282555
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hidden Outputs: [ 0.20925687 0.27140239 0.31198072 0.35636803 0.21315 0.26838625
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final inputs: [-0.17485097]
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oet: [-0.36246849]
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hidden inputs: [-1.51244024 -2.01761193 -1.72213642 -1.469433 -1.49240699 -1.75202053
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final inputs: [-0.01818033]
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oet: [ 0.05973175]
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hidden inputs: [-1.3578208 0.22890379 -0.13077484 -1.65045892 -0.72808142 -0.47761165
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hidden Outputs: [ 0.20459471 0.55697738 0.4673528 0.16104693 0.32561589 0.38281626
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final inputs: [-0.4673236]
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oet: [-0.5055273]
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hidden inputs: [-1.85332595 -1.6354876 -1.16162706 -1.79032577 -0.93588275 -1.74173783
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hidden Outputs: [ 0.13548287 0.16308 0.23837177 0.14303279 0.28173276 0.14909233
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final inputs: [ 0.20605856]
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oet: [-1.15685723]
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hidden inputs: [-1.14970174 -0.77401882 -1.25659996 -1.42829693 -1.77181964 -0.81221429
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hidden Outputs: [ 0.24054357 0.3156104 0.22155975 0.19336418 0.14531618 0.30741885
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final inputs: [-0.44111493]
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oet: [ 0.38343134]
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hidden inputs: [-1.44550513 -1.32880191 -1.29065972 -1.51462131 -0.51426552 -1.78944055
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hidden Outputs: [ 0.19069429 0.20935761 0.21574117 0.18025493 0.37419412 0.14314133
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final inputs: [ 0.12631882]
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oet: [-0.19502852]
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hidden inputs: [-2.31814805 -2.05779602 -1.22423113 -0.97164425 -1.22780896 -2.20710435
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hidden Outputs: [ 0.08963106 0.113267 0.22719271 0.27455289 0.22656514 0.09911433
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final inputs: [ 0.57907725]
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oet: [-0.84886595]
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oet: [-0.43509188]
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final inputs: [-0.62521309]
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oet: [-0.04441972]
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oet: [-0.67557683]
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final inputs: [-0.6716679]
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oet: [-0.33426132]
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hidden Outputs: [ 0.148405 0.07987705 0.09860624 0.11280972 0.24497535 0.03709908
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final inputs: [ 0.30412493]
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oet: [ 0.42655849]
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hidden Outputs: [ 0.07378514 0.17558293 0.21930313 0.15134821 0.15225645 0.09881726
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final inputs: [ 0.07007273]
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oet: [ 0.60548014]
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hidden inputs: [-1.90710464 -1.22583128 -1.0366298 -1.44916571 -1.01137966 -1.21333682
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hidden Outputs: [ 0.12930648 0.22691188 0.2618008 0.19013 0.26670994 0.22911117
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final inputs: [-0.01929691]
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oet: [ 0.20970085]
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hidden inputs: [-1.43481066 -2.02284934 -2.14550707 -2.33492017 -1.52237461 -1.95455618
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hidden Outputs: [ 0.19235023 0.11682468 0.10475182 0.08827189 0.17911211 0.1240574
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final inputs: [ 0.06882781]
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oet: [-1.03616564]
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hidden Outputs: [ 0.37886585 0.28403451 0.24729369 0.1713207 0.16490202 0.22903222
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oet: [ 0.58295472]
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hidden inputs: [-1.37245865 -2.17083977 -1.8428636 -1.50181523 -1.59709215 -1.39949368
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final inputs: [ 0.01217012]
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oet: [-0.9243774]
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hidden inputs: [-1.94363994 -1.91376627 -1.81024985 -1.41272379 -1.55052693 -1.89229444
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final inputs: [ 0.22119924]
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oet: [ 0.37717084]
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hidden inputs: [-0.50743505 -0.13491468 -0.49418234 -1.47256189 -1.34675971 -0.25981493
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hidden Outputs: [ 0.375795 0.4663224 0.37890881 0.18655353 0.20640062 0.4354092
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oet: [-0.29736551]
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hidden inputs: [-0.64773853 -0.39191789 -0.97571756 -1.14666935 -1.02271797 -0.96227126
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final inputs: [-0.15909769]
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oet: [-0.74759653]
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hidden inputs: [-0.46290559 -0.23844307 -1.05548568 -1.11429385 -1.68656899 -0.56945584
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final inputs: [-0.53492692]
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oet: [-0.49856759]
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hidden Outputs: [ 0.59027827 0.40832431 0.51573396 0.33838474 0.29925685 0.41326496
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final inputs: [-0.35319406]
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oet: [-0.44323904]
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oet: [-0.68866628]
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hidden inputs: [-1.78812269 -0.82947155 -1.43642035 -1.06420921 -0.81796261 -1.2489189
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hidden Outputs: [ 0.14330304 0.30375682 0.19210029 0.25650589 0.30619631 0.22288734
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final inputs: [ 0.09905874]
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oet: [ 0.81355553]
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hidden inputs: [-2.77291572 -1.73817439 -1.39690038 -1.47453271 -1.8007742 -2.71168065
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hidden Outputs: [ 0.05880543 0.14954497 0.19830843 0.18625464 0.14175685 0.06228762
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final inputs: [ 0.2963337]
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oet: [-1.16443653]
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hidden inputs: [-0.28321752 -0.60103585 -1.05666545 -1.2318777 -0.38027116 -0.08603228
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hidden Outputs: [ 0.42966514 0.35410674 0.25794721 0.22585295 0.4060615 0.47850519
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final inputs: [-0.50892025]
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oet: [ 0.30238415]
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hidden inputs: [-0.76809509 -1.61956386 -1.15449605 -0.9509774 -1.95450974 -1.2906118
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hidden Outputs: [ 0.31689132 0.16526503 0.23966882 0.2786883 0.12406245 0.21574928
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final inputs: [-0.11515223]
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oet: [-0.8411595]
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hidden inputs: [-1.06859947 -1.37643322 -1.41972849 -1.91421129 -1.23942636 -1.79467047
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hidden Outputs: [ 0.25566952 0.20158245 0.19470415 0.12850847 0.22453585 0.14250106
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final inputs: [ 0.00263789]
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oet: [-0.15955649]
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hidden inputs: [-2.19122376 -1.86345832 -1.28958364 -1.3065824 -1.56694397 -2.19816344
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hidden Outputs: [ 0.10054137 0.13430047 0.21592329 0.21305929 0.17265249 0.09991553
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final inputs: [ 0.08210986]
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oet: [-0.38788098]
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hidden inputs: [-2.14195696 -2.23654295 -1.94060086 -1.43026765 -1.69992971 -2.31208179
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hidden Outputs: [ 0.10508521 0.09651658 0.12558186 0.19305698 0.15447445 0.09012728
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final inputs: [ 0.20521722]
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oet: [-1.21114645]
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hidden inputs: [-0.83075502 -0.91503457 -0.76967143 -0.95416396 -0.71878802 -0.4737746
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hidden Outputs: [ 0.30348545 0.28597071 0.31655019 0.27804819 0.32765993 0.38372324
0.39941859 0.28733268 0.40171227 0.34981167 0.30987392 0.31317494
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final inputs: [-0.1249741]
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oet: [ 0.07831662]
Progress: 11.0% ... Training loss: 0.716 ... Validation loss: 1.233[ 0.23654402]
X: [ 0. 0. 1.46976803 0.16986051 -0.82146002 0. 0.
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hidden inputs: [-1.84947897 -1.96208853 -1.94270436 -0.96752066 -1.12256902 -1.76808838
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hidden Outputs: [ 0.13593408 0.1232412 0.12535105 0.27537496 0.24553507 0.14578022
0.29504305 0.17337488 0.26434786 0.15690547 0.24801584 0.12505858
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final inputs: [ 0.23654402]
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oet: [-1.23696019]
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X: [ 0. 0. 0.74270727 1.36200377 -1.55384381 0. 0.
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hidden inputs: [-0.48536642 -0.90752025 -1.17503568 -1.14864899 -1.10923039 -0.57121565
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hidden Outputs: [ 0.38098573 0.28750754 0.23594597 0.24073594 0.2480144 0.36095637
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final inputs: [-0.25746353]
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oet: [-0.67679597]
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X: [ 1. 0. 1.67749968 -1.54060589 1.13047356 0. 0.
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...,
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hidden inputs: [-2.58840581 -2.82563787 -1.89066729 -0.86070836 -1.80369991 -2.7936022
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hidden Outputs: [ 0.06988834 0.05595438 0.1311684 0.29719137 0.14140127 0.05767088
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final inputs: [ 0.54930794]
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oet: [ 1.05243834]
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oet: [-0.29360855]
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hidden inputs: [-1.5301202 -2.15942697 -1.6865276 -1.04212726 -0.75904746 -2.16866275
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hidden Outputs: [ 0.1779761 0.10345359 0.15623304 0.26073975 0.31885311 0.10260009
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oet: [-0.10749189]
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hidden inputs: [-2.03456687 -1.64363238 -1.32070193 -1.32687062 -1.29199724 -1.41937054
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final inputs: [-0.0521912]
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oet: [-0.62846772]
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hidden inputs: [-3.1025891 -2.67796455 -1.91527465 -1.11297092 -1.25718685 -2.725853
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final inputs: [ 0.65405016]
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oet: [-0.29825455]
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hidden inputs: [-0.43874459 -0.78375502 -1.00650197 -2.04518668 -0.65358764 -0.9282276
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hidden inputs: [-0.83850844 -0.7984126 -1.22844198 -1.4756155 -1.56860973 -0.64479323
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hidden Outputs: [ 0.30184902 0.31036518 0.22645423 0.18609059 0.17241468 0.34416383
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final inputs: [-0.5212554]
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hidden Outputs: [ 0.19281288 0.18048024 0.20188085 0.17998878 0.21816391 0.15944757
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final inputs: [-0.1338244]
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oet: [-0.80594816]
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hidden inputs: [-1.67358779 -1.170479 -0.26213572 -1.30905424 -0.71778815 -0.95751264
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hidden Outputs: [ 0.15794642 0.23676841 0.43483877 0.21264515 0.32788023 0.27737648
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final inputs: [ 0.05976721]
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oet: [-0.07334635]
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hidden inputs: [-1.21674694 -1.03499752 -1.49126851 -1.1270983 -0.69943471 -0.8714018
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hidden Outputs: [ 0.22850944 0.26211638 0.18373141 0.244697 0.33193757 0.2949627
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final inputs: [ 0.02450541]
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oet: [ 0.66207357]
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oet: [-0.33315483]
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hidden Outputs: [ 0.14399498 0.24982777 0.3108935 0.31716678 0.23103587 0.18740282
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hidden inputs: [-2.81020899 -2.26041809 -1.19885725 -1.23909479 -1.91901447 -2.4403093
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hidden Outputs: [ 0.05677499 0.0944546 0.23167857 0.22459359 0.12797151 0.08015011
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final inputs: [ 0.38881659]
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oet: [ 2.44785424]
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hidden inputs: [-2.4681838 -1.90391487 -1.87266955 -2.3345428 -1.73744929 -2.62885149
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final inputs: [ 0.18561887]
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oet: [-0.71742528]
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hidden inputs: [-0.29277987 -1.57605379 -1.79067171 -1.02838491 -1.38162451 -1.01661249
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hidden Outputs: [ 0.42732345 0.17135509 0.14299039 0.26339734 0.20074822 0.26568777
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final inputs: [-0.34373465]
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oet: [-0.68424681]
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hidden inputs: [-0.9570209 -1.58771057 -1.59468214 -0.79984142 -0.96703458 -0.78184943
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hidden Outputs: [ 0.27747506 0.16970625 0.16872617 0.31005944 0.27547197 0.31392143
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final inputs: [-0.11159726]
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oet: [ 1.56449103]
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hidden inputs: [-1.53631379 -1.46706522 -1.0193108 -0.21057527 -0.60857992 -1.43060829
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hidden Outputs: [ 0.17707178 0.1873891 0.26516167 0.44754985 0.3523832 0.19300392
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final inputs: [ 0.43618321]
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oet: [ 0.96158]
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hidden inputs: [-1.30777976 -1.96546104 -1.27688502 -1.1774062 -1.34860609 -1.37523275
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hidden Outputs: [ 0.21285861 0.12287725 0.21808093 0.23551889 0.20609835 0.20177573
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final inputs: [ 0.09028906]
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oet: [ 0.56321159]
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hidden inputs: [-0.90634659 -0.43475486 -0.52542804 -0.6748788 -0.63560774 -0.36046915
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hidden Outputs: [ 0.28774802 0.39299149 0.37158385 0.33740526 0.34624009 0.410846
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final inputs: [-0.35205277]
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oet: [-0.09154474]
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hidden inputs: [-0.59552571 -1.29066475 -1.23738531 -1.25491147 -0.27745707 -1.22978323
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hidden Outputs: [ 0.35536801 0.21574032 0.22489144 0.2218511 0.43107732 0.22621937
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final inputs: [-0.06207093]
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...,
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hidden inputs: [-0.98536306 -1.38620251 -1.29090097 -1.46323869 -0.76799988 -1.62280426
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hidden Outputs: [ 0.27182893 0.2000147 0.21570035 0.18797248 0.31691193 0.16481849
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final inputs: [ 0.17209123]
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oet: [-0.36760122]
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...,
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hidden inputs: [-1.67730698 -1.76591344 -1.90624019 -1.31575699 -1.22302664 -1.60465867
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hidden Outputs: [ 0.1574524 0.14605127 0.12940384 0.21152509 0.22740426 0.16733151
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final inputs: [ 0.03609487]
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oet: [-0.21506569]
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hidden inputs: [-1.48499266 -1.78987831 -1.39292255 -1.48685573 -0.83793261 -1.96718654
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hidden Outputs: [ 0.18467449 0.14308764 0.1989416 0.18439413 0.30197038 0.1226914
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final inputs: [ 0.41218191]
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oet: [-1.42913726]
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hidden inputs: [-1.92010194 -1.53890453 -1.61222456 -1.33938867 -0.91537646 -1.22591422
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hidden Outputs: [ 0.1278502 0.17669458 0.16627999 0.20761061 0.28590091 0.22689733
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final inputs: [ 0.09533474]
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oet: [ 2.00809965]
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hidden inputs: [-3.03982377 -3.0450435 -2.01920441 -0.77800525 -1.52089524 -3.03595263
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hidden Outputs: [ 0.04565885 0.04543194 0.11720128 0.31474996 0.17932973 0.04582783
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final inputs: [ 0.76120776]
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oet: [ 0.47667682]
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hidden inputs: [-0.37290397 -0.57864745 -1.63801411 -2.17958364 -1.42702586 -1.43747992
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hidden Outputs: [ 0.40783951 0.35924388 0.16273546 0.10159893 0.19356251 0.1919359
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final inputs: [-0.52770814]
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oet: [-0.51129942]
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hidden inputs: [-2.05362701 -1.45452303 -1.39816089 -1.86875105 -1.70807558 -1.98815282
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hidden Outputs: [ 0.1136864 0.18930644 0.19810811 0.1336863 0.15341349 0.12045242
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final inputs: [-0.05684827]
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oet: [ 0.0101908]
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hidden inputs: [-2.8220584 -2.67631609 -2.52932953 -1.14755244 -1.96384803 -2.44783987
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hidden Outputs: [ 0.05614376 0.06438544 0.07382748 0.24093642 0.12305121 0.07959666
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final inputs: [ 0.3680697]
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oet: [ 2.0220436]
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hidden inputs: [-1.1980046 -0.96355452 -1.51934948 -1.67594374 -0.30595475 -1.4625329
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hidden Outputs: [ 0.23183038 0.27616709 0.17955733 0.15763333 0.42410244 0.18808023
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final inputs: [ 0.16850492]
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oet: [ 0.92052715]
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...,
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hidden inputs: [-0.9151703 -1.18987744 -0.86667302 -1.68650091 -0.72523425 -0.82369386
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hidden Outputs: [ 0.285943 0.23328086 0.29594705 0.15623656 0.32624141 0.30498012
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final inputs: [-0.06757555]
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oet: [-0.1444736]
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hidden inputs: [-1.44645688 -1.07345619 -1.44193084 -0.92662119 -1.21440495 -0.79082285
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hidden Outputs: [ 0.19054746 0.25474637 0.19124652 0.2836107 0.22892257 0.31199202
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final inputs: [-0.35805342]
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oet: [-0.10759632]
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hidden inputs: [-1.72978467 -2.21476746 -1.77269749 -1.02537811 -1.38313901 -1.53942106
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hidden Outputs: [ 0.15061512 0.09843218 0.14520719 0.26398113 0.20050533 0.17661945
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final inputs: [ 0.16661414]
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oet: [ 0.86728737]
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hidden inputs: [-2.74791757 -1.46772121 -1.56764384 -1.5945033 -1.76800854 -1.9684264
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hidden Outputs: [ 0.06020437 0.18728923 0.17255254 0.16875126 0.14579016 0.12255801
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final inputs: [-0.00653645]
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oet: [ 0.09770537]
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hidden inputs: [-1.91400771 -1.33336485 -0.41765597 -0.31594046 -0.72765661 -1.25764483
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hidden Outputs: [ 0.12853128 0.20860332 0.39707779 0.42166541 0.32570918 0.22137959
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final inputs: [ 0.51698192]
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oet: [-0.55261329]
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hidden inputs: [-0.70242007 -0.78678912 -0.63280545 -0.8721698 -1.19892671 -0.54257387
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hidden Outputs: [ 0.33127589 0.31285852 0.34687468 0.29480301 0.2316662 0.36758904
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final inputs: [-0.15270665]
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oet: [-0.30191698]
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hidden inputs: [-2.43544436 -1.94009054 -1.8345825 -1.11223066 -1.44770463 -2.81975439
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hidden Outputs: [ 0.08050951 0.12563791 0.13769327 0.24745526 0.19035508 0.05626597
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final inputs: [ 0.38884406]
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oet: [ 0.30876103]
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hidden inputs: [-0.94347072 -0.94819404 -1.47589956 -1.15119225 -1.08373971 -0.95727337
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hidden Outputs: [ 0.28019981 0.27924816 0.18604757 0.24027138 0.25279896 0.27742444
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final inputs: [-0.06475318]
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oet: [-0.11973069]
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hidden inputs: [-1.30112967 -1.26824627 -1.04925684 -0.89532917 -0.81244439 -1.21173341
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hidden Outputs: [ 0.21397496 0.21955761 0.25936783 0.2900113 0.30736986 0.22939449
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final inputs: [-0.20791668]
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oet: [-0.82006477]
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hidden Outputs: [ 0.10459784 0.10035335 0.11929821 0.21104797 0.14931828 0.08182
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final inputs: [ 0.36780702]
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oet: [ 2.16013267]
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hidden inputs: [-1.0596907 -1.25286703 -1.0093786 -1.26755636 -1.09535452 -1.05566987
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hidden Outputs: [ 0.25736857 0.22220424 0.26710148 0.21967585 0.25061133 0.25813782
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final inputs: [-0.14038232]
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oet: [ 0.15988152]
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hidden inputs: [-3.0548244 -2.58966833 -2.22062503 -1.43772159 -1.23040332 -2.97509916
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hidden Outputs: [ 0.04500965 0.06980632 0.09791358 0.19189842 0.22611084 0.04856357
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final inputs: [ 0.51400986]
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oet: [-0.19680564]
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hidden inputs: [-1.11944206 -1.36499275 -1.49736305 -1.28133362 -1.56845872 -1.39211601
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hidden Outputs: [ 0.24611479 0.20343005 0.18281914 0.2173233 0.17243622 0.19907016
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final inputs: [-0.0277153]
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oet: [-0.97270087]
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hidden inputs: [-2.09273294 -2.13545105 -1.38590696 -1.25328222 -1.72039372 -2.09909136
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hidden Outputs: [ 0.10980515 0.10569862 0.20006199 0.22213249 0.15182046 0.10918517
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final inputs: [ 0.21862895]
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oet: [-1.07570566]
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hidden inputs: [-1.63927279 -1.78086597 -2.18098475 -1.983645 -2.11120611 -2.41697354
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hidden Outputs: [ 0.16256404 0.14419624 0.10147111 0.12093081 0.10801241 0.0818875
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final inputs: [-0.11405145]
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oet: [ 0.01777647]
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hidden inputs: [-2.91798458 -2.55662991 -2.25690624 -1.56935037 -1.28792808 -2.80293578
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hidden Outputs: [ 0.05127165 0.07198234 0.09475541 0.17230902 0.21620371 0.05716574
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final inputs: [ 0.41325964]
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oet: [ 1.30426081]
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hidden inputs: [-0.6638825 -0.52805541 -0.62042672 -1.05878212 -0.95376603 -0.42844737
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hidden Outputs: [ 0.339868 0.37097055 0.34968441 0.25754226 0.27812807 0.39449715
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final inputs: [-0.39640593]
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oet: [-0.16847882]
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hidden inputs: [-1.4731594 -1.02311692 -0.64873679 -1.38232473 -1.29574386 -1.13764703
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hidden Outputs: [ 0.18646288 0.26442071 0.34327426 0.2006359 0.21488219 0.24275263
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final inputs: [-0.29517263]
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oet: [-0.73832188]
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hidden inputs: [-1.28444515 -0.8132599 -0.7808205 -2.16845761 -1.19542419 -1.20074129
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hidden Outputs: [ 0.21679451 0.30719627 0.31414308 0.10261898 0.23229023 0.23134337
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final inputs: [-0.36915756]
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hidden inputs: [-0.5121899 -1.22793876 -0.90746287 -1.2957813 -1.17977475 -0.82026839
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oet: [ 1.08283787]
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hidden inputs: [-2.18117535 -1.31430755 -1.24021351 -1.05572425 -1.23440782 -1.49645497
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oet: [ 0.73901901]
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hidden inputs: [-1.62539914 -1.61434349 -1.64701947 -1.52472512 -1.11049894 -1.59626979
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final inputs: [ 0.18472144]
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oet: [ 1.46664235]
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hidden inputs: [-1.85422581 -1.63715596 -1.1625569 -1.78677772 -0.93414618 -1.74378197
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final inputs: [ 0.19075436]
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oet: [-1.14155303]
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hidden inputs: [-0.44186184 -0.87256946 -1.41186358 -2.03743453 -0.71268054 -1.57364616
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hidden Outputs: [ 0.39129742 0.29471993 0.19594029 0.11532822 0.32900681 0.17169722
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final inputs: [-0.28086436]
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oet: [ 0.76346027]
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hidden inputs: [-2.39614332 -2.4603925 -2.19920112 -1.02867529 -1.60250034 -2.57461368
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hidden Outputs: [ 0.08346726 0.07868188 0.09982225 0.26334101 0.16763245 0.07079022
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final inputs: [ 0.42052888]
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oet: [ 0.77325125]
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hidden inputs: [-2.885193 -2.31051659 -1.84187007 -1.80325476 -1.5334295 -2.43874806
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hidden Outputs: [ 0.0528904 0.09025572 0.13683027 0.14145533 0.17749246 0.08026529
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final inputs: [ 0.41553886]
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oet: [ 3.37489067]
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hidden inputs: [-0.29960376 -0.91137077 -1.14193719 -1.34963752 -1.69019188 -1.05914505
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hidden Outputs: [ 0.42565435 0.28671942 0.24196487 0.20592964 0.15575061 0.25747287
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final inputs: [-0.60575091]
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oet: [-0.42774359]
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hidden inputs: [-1.65753108 -1.90339255 -1.58857238 -0.47800331 -1.3152495 -1.37212076
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hidden Outputs: [ 0.1600937 0.12972499 0.16958485 0.38272373 0.21160974 0.20227742
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final inputs: [ 0.22196824]
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oet: [ 0.93873356]
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...,
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oet: [-0.09444384]
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hidden inputs: [-1.169333 -1.18804245 -0.9421241 -0.63043413 -1.17514394 -1.29941226
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hidden Outputs: [ 0.23697557 0.23360922 0.28047148 0.34741211 0.23592645 0.21426395
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oet: [-0.31138042]
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hidden inputs: [-0.86004478 -0.65777979 -1.36638715 -1.78920975 -0.99214068 -1.09705125
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final inputs: [-0.40882777]
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oet: [-0.24426587]
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hidden inputs: [-1.42112683 -0.6037604 -0.50300075 -0.91660412 -1.38867084 -0.88488003
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oet: [-0.47491643]
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hidden inputs: [-2.38863648 -1.89902598 -1.58220754 -1.12335886 -1.38484657 -1.71568011
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hidden Outputs: [ 0.08404334 0.13021875 0.17048307 0.24538878 0.20023175 0.15242843
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oet: [ 2.29471105]
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hidden inputs: [-1.59303145 -0.28074012 -1.38168601 -1.96528482 -1.3198375 -1.31195665
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hidden Outputs: [ 0.16895782 0.43027233 0.20073836 0.12289625 0.21084533 0.21215961
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final inputs: [-0.41630905]
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oet: [ 0.34759935]
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hidden inputs: [-0.4140056 -1.08810608 -1.043386 -1.52323382 -1.75393691 -1.18123868
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hidden Outputs: [ 0.39795204 0.25197508 0.26049719 0.17898582 0.14755133 0.23482955
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final inputs: [-0.41874385]
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oet: [-0.60372455]
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hidden inputs: [-0.41968332 -0.48130309 -0.46054886 -0.90820718 -0.79030268 -0.90095218
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hidden Outputs: [ 0.39659253 0.38194447 0.38685563 0.28736684 0.31210368 0.28885486
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final inputs: [-0.12864213]
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oet: [-0.66227791]
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hidden inputs: [-1.36184612 -1.8214076 -1.63917869 -1.7162959 -2.44988611 -1.81123296
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hidden Outputs: [ 0.20394042 0.13926506 0.16257685 0.15234889 0.07944688 0.14048918
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final inputs: [-0.1237274]
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oet: [-0.30333095]
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oet: [-0.43665835]
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hidden inputs: [-0.3741913 -0.86997749 -0.29496423 -0.4973015 -0.48279655 -0.21218695
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hidden Outputs: [ 0.40752864 0.29525899 0.42678898 0.37817503 0.38159198 0.4471514
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oet: [ 0.89570876]
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hidden inputs: [-2.41824361 -2.07546691 -2.30281113 -1.26493603 -1.56095246 -1.80156084
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hidden Outputs: [ 0.08179207 0.11150427 0.09089041 0.22012535 0.17351002 0.14166117
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final inputs: [ 0.19151352]
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oet: [ 0.61083963]
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hidden inputs: [-2.32125317 -2.22878968 -1.62553526 -1.13170441 -1.33705615 -2.0018154
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hidden Outputs: [ 0.08937801 0.09719479 0.1644429 0.2438467 0.20799459 0.11901245
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final inputs: [ 0.4283188]
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oet: [ 1.66960253]
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hidden inputs: [-0.18861178 -0.46719258 -0.27529651 -0.6665405 -1.18263754 -0.07281513
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hidden Outputs: [ 0.45298635 0.38528094 0.43160727 0.33927191 0.23457829 0.48180426
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final inputs: [-0.33065251]
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oet: [-0.66976367]
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hidden inputs: [-1.41377519 -1.19525885 -1.20814802 -0.92394535 -1.22289796 -1.20026672
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hidden Outputs: [ 0.19563929 0.23231971 0.2300289 0.28415468 0.22742687 0.23142777
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final inputs: [-0.10890937]
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oet: [-0.18583563]
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hidden inputs: [ 0.20686132 -0.63001144 -0.62260887 -1.08433603 -0.64984865 -0.01004831
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hidden Outputs: [ 0.5515317 0.34750794 0.34918834 0.25268634 0.34302364 0.49748794
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final inputs: [-0.67629555]
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oet: [-0.0264156]
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hidden inputs: [-2.396402 -1.86990628 -1.57216307 -1.90602783 -0.70953496 -2.14231647
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hidden Outputs: [ 0.08344747 0.13355257 0.17190825 0.12942776 0.3297016 0.10505141
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final inputs: [ 0.49048896]
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oet: [ 0.4993081]
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hidden inputs: [-1.62833742 -0.47359974 -0.2323711 -0.81016129 -1.40828322 -0.78256397
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hidden Outputs: [ 0.16405825 0.38376459 0.44216722 0.30785613 0.19650498 0.31376756
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final inputs: [-0.3103081]
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oet: [-0.66805585]
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hidden inputs: [-1.4904079 -2.39969945 -1.99248314 -2.05602788 -1.61680675 -2.06179046
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hidden Outputs: [ 0.18386051 0.08319562 0.11999441 0.11344471 0.16564573 0.11286643
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final inputs: [ 0.06782143]
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oet: [-0.8807937]
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hidden inputs: [-2.27379882 -1.41537174 -1.70790376 -1.61337872 -1.64947635 -2.56806044
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hidden Outputs: [ 0.0933163 0.19538817 0.15343581 0.16612005 0.16117974 0.0712225
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final inputs: [ 0.14339178]
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oet: [ 0.03047298]
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hidden inputs: [ -2.98484966e+00 -2.31214742e+00 -1.97392393e+00 -1.41186056e+00
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hidden Outputs: [ 0.04811503 0.0901219 0.12196804 0.19594076 0.2988683 0.08773896
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final inputs: [ 0.75920022]
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oet: [-0.9436841]
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hidden inputs: [-2.63679427 -2.76847552 -2.13901094 -0.86135499 -1.24672964 -2.87070347
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hidden Outputs: [ 0.06680762 0.05905166 0.10536258 0.29705633 0.22326677 0.05362094
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final inputs: [ 0.63533977]
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oet: [ 0.04572615]
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hidden inputs: [-1.26093713 -1.02926939 -1.47044498 -2.04138772 -1.14757234 -1.45963308
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hidden Outputs: [ 0.22081261 0.26322577 0.18687499 0.1149255 0.24093278 0.18852345
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final inputs: [-0.22300539]
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oet: [ 1.96257807]
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hidden inputs: [-2.85809824 -2.69728294 -2.20655947 -1.69744164 -1.64025777 -2.98158946
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hidden Outputs: [ 0.05426422 0.06313387 0.09916299 0.1547997 0.16242999 0.04826456
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final inputs: [ 0.48249304]
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oet: [ 0.06625953]
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hidden inputs: [-1.79494644 -2.3357112 -2.03154745 -1.19935061 -1.43059009 -1.79078695
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hidden Outputs: [ 0.14246735 0.08820824 0.11593023 0.23159076 0.19300676 0.14297627
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final inputs: [ 0.19456392]
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oet: [ 1.29140819]
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hidden inputs: [-1.0930253 -1.86917894 -1.97882422 -1.71224331 -1.31004474 -1.59223263
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hidden Outputs: [ 0.25104902 0.13363675 0.12144423 0.15287297 0.21247936 0.16907001
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final inputs: [ 0.02517091]
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oet: [-1.05315236]
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hidden inputs: [-0.86677854 -1.59091287 -1.61427963 -2.23896887 -2.03848446 -1.8936014
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hidden Outputs: [ 0.29592506 0.1692555 0.16599529 0.09630524 0.11522114 0.13083439
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final inputs: [-0.1852892]
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oet: [-0.23625608]
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hidden inputs: [-1.92838597 -2.03210549 -1.03180019 -1.04428961 -1.25151985 -1.30927301
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hidden Outputs: [ 0.12692934 0.11587305 0.26273525 0.26032316 0.22243716 0.21260852
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final inputs: [-0.0548493]
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oet: [-0.3391307]
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hidden inputs: [-2.47765587 -1.97193042 -2.35195392 -1.3257813 -1.70357798 -1.87339954
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hidden Outputs: [ 0.07743951 0.12218169 0.08691059 0.20985804 0.15399854 0.13314886
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oet: [ 0.54317942]
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oet: [ 0.50161171]
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hidden inputs: [-1.9332093 -2.47606033 -2.20523456 -1.40313008 -1.65871943 -2.38530493
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oet: [ 1.33362733]
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hidden Outputs: [ 0.18388155 0.25641028 0.18472133 0.20623377 0.33973417 0.23135278
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final inputs: [-0.03222663]
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oet: [ 0.83457979]
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hidden Outputs: [ 0.14743767 0.32394047 0.33400509 0.26241016 0.20926894 0.25805501
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oet: [-0.89575172]
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hidden Outputs: [ 0.21613818 0.20578576 0.17737535 0.28974219 0.19122065 0.25034288
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final inputs: [-0.05507682]
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oet: [-0.76892156]
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hidden Outputs: [ 0.49810632 0.39551849 0.38487158 0.39900405 0.40964438 0.52534909
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final inputs: [-0.27154411]
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oet: [ 0.11426068]
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hidden inputs: [-0.75045249 -1.36849703 -1.05349798 -0.73824485 -1.27112445 -1.01195778
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hidden inputs: [-1.26441814 -1.16840716 -0.77207159 -1.75950829 -1.72540201 -1.25242484
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hidden inputs: [-1.28957508 -1.68442682 -1.47451101 -0.73419188 -1.37941453 -1.31003821
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final inputs: [ 0.04413441]
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oet: [-0.91775029]
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hidden inputs: [-2.47001624 -2.04673376 -2.1490648 -1.05151428 -1.27810924 -2.55566213
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final inputs: [ 0.72172705]
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hidden inputs: [-0.36320311 -0.21290689 -0.15704634 -0.89077449 -0.21183994 0.10245314
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final inputs: [-0.40871783]
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oet: [ 0.15256423]
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final inputs: [ 0.21687316]
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oet: [ 1.81489149]
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hidden Outputs: [ 0.10989167 0.16329324 0.15690044 0.24899392 0.24088018 0.13681072
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final inputs: [ 0.25180991]
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oet: [-0.6733552]
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hidden inputs: [ 0.18567415 -1.39619959 -0.15865661 0.29033663 -1.2403217 -0.32135775
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hidden Outputs: [ 0.54628564 0.19841987 0.46041884 0.57207854 0.22437999 0.42034489
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final inputs: [ 0.08720847]
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oet: [-1.04352019]
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hidden inputs: [-2.03639615 -1.58569024 -1.90279813 -1.66146044 -1.66629674 -2.49102308
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hidden Outputs: [ 0.11543421 0.16999111 0.12979211 0.15956605 0.15891854 0.0764899
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final inputs: [ 0.07961782]
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hidden inputs: [-1.4535072 -1.89082903 -1.55654899 -1.77886112 -1.02337242 -1.39751068
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oet: [-0.5666335]
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...,
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hidden inputs: [-0.77600956 -1.41620076 -0.68630933 -1.65843617 -0.34610162 -0.90732754
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hidden Outputs: [ 0.31518055 0.19525788 0.33485458 0.15997203 0.41432809 0.28754702
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final inputs: [ 0.10469532]
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oet: [ 0.68111866]
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hidden inputs: [-0.75054546 -1.73001883 -1.62405303 -1.53732012 -1.49430247 -2.02717297
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hidden Outputs: [ 0.32070246 0.15058517 0.16464667 0.17692519 0.18327683 0.11637932
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final inputs: [-0.07688288]
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oet: [-0.94007246]
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hidden inputs: [-2.33292539 -1.92160273 -1.03574681 -1.59089351 -1.87967953 -2.08518619
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hidden Outputs: [ 0.08843256 0.12768295 0.26197148 0.16925822 0.13242569 0.110545
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final inputs: [ 0.21269229]
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oet: [ 0.60068697]
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hidden inputs: [-0.86218742 -1.49021947 -1.34276493 -1.2336392 -1.74701508 -1.35030136
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hidden Outputs: [ 0.29688253 0.18388879 0.20705574 0.22554512 0.14842408 0.20582111
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final inputs: [ 0.11430877]
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oet: [ 0.70458355]
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hidden inputs: [-1.99638444 -2.10909211 -1.29865578 -1.14055972 -0.83409469 -2.00360554
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hidden Outputs: [ 0.11958306 0.10821625 0.21439133 0.24221761 0.30277997 0.11882488
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final inputs: [ 0.58696186]
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oet: [ 1.08094109]
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hidden inputs: [-0.87048371 -1.04492579 -0.65167087 -0.47611107 -0.5946983 -0.45929189
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hidden Outputs: [ 0.29515366 0.26020068 0.34261311 0.38317086 0.35555757 0.38715382
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final inputs: [-0.18280737]
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oet: [ 0.04242794]
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hidden inputs: [ 0.13951374 0.0771262 -1.13726477 -0.86315761 -0.52705607 -0.16295494
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hidden Outputs: [ 0.53482197 0.519272 0.24282291 0.29668005 0.37120377 0.45935118
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final inputs: [-0.67624909]
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oet: [-0.0705665]
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hidden inputs: [-2.16018686 -2.20122344 -2.32190657 -1.53735435 -1.96519797 -1.82708117
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hidden Outputs: [ 0.10338313 0.09964068 0.08932485 0.1769202 0.12290561 0.13858636
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final inputs: [ 0.13059985]
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oet: [-0.01186564]
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hidden inputs: [-0.57728897 -0.12749456 -0.67826039 -1.99701859 -1.11141862 -0.86668728
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hidden inputs: [-0.2549191 -0.42723609 -0.65139351 -1.3939584 -1.4957168 -0.44735529
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hidden inputs: [-1.4270141 -1.34712838 -1.86431052 -1.62484662 -2.00509006 -1.48625813
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hidden inputs: [-2.39458752 -2.09946997 -1.76259456 -1.58818607 -1.49222629 -2.14998881
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hidden Outputs: [ 0.08358636 0.10914835 0.14646569 0.16963926 0.18358781 0.10433227
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final inputs: [ 0.29862036]
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oet: [ 0.29974972]
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hidden inputs: [-0.58939972 -1.2454184 -1.6739845 -1.46834759 -0.71261249 -1.07973575
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hidden Outputs: [ 0.3567726 0.22349424 0.15789366 0.1871939 0.32902183 0.25355603
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final inputs: [-0.33416098]
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hidden Outputs: [ 0.13104639 0.1128243 0.20861274 0.29838643 0.22936703 0.12868451
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final inputs: [ 0.34784664]
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oet: [-0.45514773]
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hidden inputs: [-2.19552458 -1.8646417 -1.73080533 -2.10314503 -1.39406795 -2.33713227
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hidden Outputs: [ 0.1001531 0.13416294 0.1504846 0.10879152 0.19875913 0.08809402
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final inputs: [ 0.23345859]
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hidden Outputs: [ 0.4935164 0.3033301 0.20271262 0.19003307 0.20145381 0.31882313
0.12666343 0.17973207 0.13690515 0.41162383 0.12139775 0.24238955
0.10308187 0.32094485 0.2263899 0.34762559 0.24443194 0.13441567
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final inputs: [-0.62455309]
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oet: [-0.35932391]
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...,
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hidden inputs: [-1.52828381 -1.67955474 -1.84850495 -1.25062037 -0.85719247 -1.0376431
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hidden Outputs: [ 0.17824492 0.15715444 0.13604853 0.22259277 0.29792625 0.26160502
0.22739809 0.21296 0.20555458 0.17765981 0.15997194 0.34833037
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final inputs: [-0.04954205]
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oet: [ 0.64239907]
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...,
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hidden inputs: [-1.73607074 -1.53407271 -1.57561748 -1.49184479 -2.05809196 -1.82307587
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hidden Outputs: [ 0.14981271 0.17739858 0.17141705 0.183645 0.11323728 0.1390652
0.08081702 0.121782 0.11263648 0.37848292 0.13783595 0.15283905
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final inputs: [-0.25180013]
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oet: [-0.75964216]
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...,
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hidden inputs: [-1.59482694 -1.91604056 -1.67674492 -1.40773885 -0.69919554 -1.54887332
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hidden Outputs: [ 0.16870586 0.12830375 0.15752698 0.19659094 0.33199061 0.17524906
0.35216382 0.21685644 0.27913685 0.1805672 0.19682749 0.24475893
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final inputs: [ 0.11471794]
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oet: [ 0.64904382]
Progress: 11.5% ... Training loss: 0.707 ... Validation loss: 1.205[ 0.41378761]
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...,
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hidden inputs: [-1.62578804 -1.40866652 -0.7080223 -1.33270898 -0.72716595 -0.99469534
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hidden Outputs: [ 0.16440817 0.19644447 0.33003599 0.20871162 0.32581695 0.26998566
0.56257393 0.21493314 0.38381722 0.1539956 0.37449818 0.15732874
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final inputs: [ 0.41378761]
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oet: [ 0.63665307]
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...,
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hidden inputs: [-0.52689209 -1.03523533 -0.77555043 -1.50339166 -1.60313605 -0.99922325
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hidden Outputs: [ 0.37124205 0.26207039 0.31527966 0.18192021 0.16754376 0.26909417
0.11478861 0.21540761 0.15187839 0.23076555 0.14615129 0.20495015
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final inputs: [-0.33301057]
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oet: [-0.45239642]
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X: [ 0. 0. 1.15817056 -0.45212727 -1.55384381 0. 0.
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...,
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hidden inputs: [-1.99830408 -2.18808955 -1.95049809 -1.28771637 -1.32499417 -2.48941751
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hidden Outputs: [ 0.1193811 0.10082516 0.12449906 0.21623959 0.20998859 0.07660339
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final inputs: [ 0.35359162]
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oet: [-0.21280519]
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...,
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hidden inputs: [-2.08434446 -1.38023173 -1.33586845 -1.7058862 -2.18227451 -1.64600231
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hidden Outputs: [ 0.11062779 0.20097179 0.20819031 0.15369806 0.10135358 0.16164998
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final inputs: [-0.13499235]
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oet: [-0.27552683]
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X: [ 1. 0. -0.71141425 -0.29663033 1.13047356 0. 1.
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...,
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hidden inputs: [-1.77715357 -1.59197048 -1.30019098 -1.74842367 -1.71267884 -2.25134571
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hidden Outputs: [ 0.14465497 0.16910684 0.21413288 0.14824613 0.15281658 0.09523345
0.13109032 0.16591177 0.14706484 0.07057809 0.1713179 0.13719057
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final inputs: [ 0.06735883]
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oet: [ 2.13531056]
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X: [ 0. 0. -0.08821931 -0.19296569 1.13047356 1. 0.
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hidden inputs: [-0.89795698 -0.65249489 -0.51639112 -1.03211862 -0.29498037 -0.32949091
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hidden Outputs: [ 0.28947052 0.34242754 0.3736965 0.26267357 0.42678503 0.4183645
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final inputs: [-0.1099439]
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oet: [ 1.32872507]
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hidden inputs: [-0.46712922 0.0458116 -0.71133445 -1.15136885 -1.21121402 -0.18830573
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oet: [ 0.016851]
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final inputs: [ 0.13882256]
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oet: [-0.84704676]
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hidden inputs: [-1.73136797 -1.64005524 -1.84543558 -1.72239456 -1.66969659 -1.55763121
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final inputs: [-0.04718046]
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oet: [-0.68860903]
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hidden Outputs: [ 0.28783287 0.1366786 0.13843569 0.19348781 0.28550522 0.16903478
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final inputs: [ 0.05940155]
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oet: [ 0.781543]
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oet: [ 0.06735856]
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hidden Outputs: [ 0.1768458 0.11847241 0.16505122 0.21592677 0.24848256 0.1337759
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final inputs: [ 0.39218545]
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oet: [-1.20515772]
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hidden inputs: [-1.37096344 -1.38261297 -1.14222327 -1.39095728 -0.50021891 -1.72018388
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hidden Outputs: [ 0.20246423 0.20058967 0.2419124 0.19925498 0.37748923 0.15184748
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final inputs: [ 0.14711246]
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oet: [-0.04491743]
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hidden inputs: [-1.04290051 -1.08387913 -0.3632947 -0.84977553 -1.08302232 -0.91790409
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hidden Outputs: [ 0.26059073 0.25277263 0.41016225 0.29947995 0.2529345 0.28538514
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final inputs: [-0.25325124]
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oet: [-0.37779018]
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hidden Outputs: [ 0.21481233 0.12104221 0.16923335 0.17328771 0.13781716 0.13461997
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hidden Outputs: [ 0.30987851 0.31240505 0.27310496 0.18809929 0.15136295 0.37319419
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final inputs: [-0.62497836]
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hidden Outputs: [ 0.24918814 0.14701561 0.27105056 0.12959595 0.23707154 0.22313948
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final inputs: [ 0.03077416]
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oet: [-0.16012748]
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hidden Outputs: [ 0.32472148 0.15945894 0.21226794 0.27688397 0.15913887 0.19701869
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final inputs: [-0.13709459]
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final inputs: [ 0.10906313]
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oet: [ 0.97996894]
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hidden Outputs: [ 0.14251816 0.08644736 0.14237724 0.20681174 0.18367798 0.1329519
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oet: [ 0.76506397]
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hidden inputs: [-1.97985511 -0.80117922 -1.02062615 -2.05377586 -1.76120572 -2.08537736
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hidden Outputs: [ 0.12133428 0.30977333 0.26490545 0.11367141 0.1466394 0.11052621
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oet: [-0.80523169]
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hidden inputs: [-0.69298326 -0.56152782 -0.96163082 -1.20222567 -0.59123042 -0.43430043
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oet: [-0.63570834]
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oet: [-0.73363787]
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hidden Outputs: [ 0.10054121 0.15719444 0.29959277 0.23728052 0.29083937 0.14978789
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final inputs: [ 0.44427066]
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oet: [-0.25386672]
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hidden inputs: [-1.00155162 0.16161191 -0.92885455 -1.44541501 -0.67340162 -0.03021422
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hidden Outputs: [ 0.26863646 0.54031527 0.28315716 0.1907082 0.33773558 0.49244702
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final inputs: [-0.66652344]
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oet: [ 0.77974459]
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hidden inputs: [-2.06593377 -1.59807202 -1.35859391 -1.57800079 -1.772981 -1.79129756
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hidden Outputs: [ 0.11245224 0.16825125 0.20446892 0.1710788 0.145172 0.14291371
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final inputs: [-0.01661498]
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oet: [-0.31120836]
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hidden inputs: [-1.50635382 -1.25148915 -0.99986017 -1.65542545 -0.87394006 -1.13313466
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hidden Outputs: [ 0.18147979 0.22244247 0.26896891 0.16037703 0.29443512 0.24358307
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final inputs: [-0.06014305]
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oet: [-0.46063725]
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hidden inputs: [-0.9704196 -0.94784536 -0.63724326 -1.25808524 -0.48046709 -0.94300018
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hidden Outputs: [ 0.27479688 0.27931834 0.34586997 0.22130368 0.38214183 0.28029472
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final inputs: [-0.03728919]
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oet: [ 0.018197]
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hidden inputs: [-2.11466589 -1.44517551 -1.38538426 -0.65747676 -1.24517017 -1.29397263
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hidden Outputs: [ 0.10767952 0.19074517 0.20014566 0.34130665 0.22353732 0.21518116
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final inputs: [ 0.20601516]
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oet: [-0.54486461]
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hidden inputs: [-1.0202732 -0.93315637 -1.0828521 -1.0828114 -0.70051453 -0.59713585
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hidden Outputs: [ 0.26497419 0.28228479 0.25296666 0.25297435 0.33169816 0.35499924
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final inputs: [-0.37916716]
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oet: [-0.22430898]
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...,
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hidden inputs: [-1.56720146 -1.97935888 -2.3148577 -1.26027826 -1.13865365 -1.79767559
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hidden Outputs: [ 0.17261571 0.1213872 0.08989991 0.22092599 0.24256764 0.14213425
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final inputs: [ 0.1237103]
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oet: [ 1.14173957]
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hidden inputs: [-2.3978576 -2.07542409 -2.12203089 -1.14912578 -1.48381479 -1.6882846
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hidden Outputs: [ 0.08333621 0.11150852 0.1069739 0.2406488 0.18485191 0.15600157
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final inputs: [ 0.19029973]
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oet: [-0.29208777]
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hidden inputs: [-1.4983222 -1.67757676 -1.56736018 -1.04287384 -1.27499903 -1.38789598
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hidden Outputs: [ 0.1826759 0.15741661 0.17259304 0.26059586 0.2184027 0.19974386
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final inputs: [ 0.12219652]
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oet: [-1.02889074]
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hidden inputs: [-1.89974786 -0.82872711 -1.29493214 -0.85733071 -1.42821649 -1.56636601
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hidden Outputs: [ 0.13013701 0.30391428 0.21501916 0.29789734 0.19337673 0.17273506
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final inputs: [ 0.12639423]
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oet: [-0.65820064]
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hidden inputs: [-0.53963615 -0.29985577 -1.16573451 -1.21768029 -1.01610319 -0.83735748
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hidden Outputs: [ 0.36827223 0.42559274 0.23762686 0.22834493 0.26578715 0.30209162
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final inputs: [-0.44148618]
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oet: [-0.34392081]
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hidden inputs: [-1.21043259 -1.59697671 -1.523262 -1.36853148 -1.31434931 -1.52159643
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hidden Outputs: [ 0.22962452 0.16840459 0.17898168 0.20285721 0.21175996 0.17922656
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final inputs: [-0.00540293]
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oet: [-0.03574149]
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hidden inputs: [-2.89186203 -2.65214597 -2.3245942 -1.32764452 -1.72792033 -2.7280805
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hidden Outputs: [ 0.05255732 0.06585687 0.08910646 0.20954926 0.15085379 0.06133658
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final inputs: [ 0.44233677]
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oet: [ 0.07885052]
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final inputs: [ 0.19635613]
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oet: [-0.54071864]
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hidden inputs: [-1.72742109 -2.1152888 -1.27840156 -0.96199832 -0.80838978 -1.57474988
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hidden inputs: [-2.18009547 -1.85639115 -1.64750593 -1.42954925 -1.53935399 -1.7077919
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hidden Outputs: [ 0.10155222 0.13512425 0.16144632 0.19316893 0.17662921 0.15345034
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final inputs: [ 0.1596996]
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oet: [ 0.66470578]
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oet: [ 0.33842737]
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hidden Outputs: [ 0.16024835 0.24625292 0.35773765 0.23030782 0.1809408 0.23169287
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final inputs: [-0.05390061]
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hidden inputs: [-2.47269406 -2.44445295 -1.46340818 -1.09650918 -0.7496829 -2.33592624
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hidden Outputs: [ 0.07779474 0.07984514 0.18794661 0.25039454 0.3208904 0.08819095
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final inputs: [ 0.86994372]
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hidden Outputs: [ 0.20240581 0.17026263 0.3372181 0.22058352 0.3116365 0.22645452
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final inputs: [ 0.49332495]
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oet: [ 2.91670371]
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hidden inputs: [-2.05950922 -2.149315 -2.31770934 -1.09683716 -1.7914676 -2.04807247
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hidden Outputs: [ 0.11309505 0.10439525 0.08966686 0.25033299 0.14289289 0.11424729
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final inputs: [ 0.33965991]
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oet: [ 1.7858267]
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oet: [ 0.62122088]
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oet: [-0.59990912]
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final inputs: [ 0.0511116]
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oet: [-0.56637884]
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hidden inputs: [-1.42566753 -1.67658476 -1.4194846 -0.63673081 -1.14387375 -1.49458221
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oet: [-0.26730748]
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hidden Outputs: [ 0.15336596 0.18588776 0.13772242 0.11651677 0.12555465 0.15334968
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oet: [-0.89732587]
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hidden Outputs: [ 0.20357275 0.13441743 0.16114879 0.26032545 0.14701473 0.22015635
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oet: [-0.18687609]
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hidden Outputs: [ 0.49143834 0.39367501 0.40715148 0.46049139 0.39655496 0.57857802
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final inputs: [-0.48045779]
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oet: [ 0.1471214]
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oet: [-0.02391833]
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hidden inputs: [-2.70373079 -2.63135383 -2.07128623 -1.9723028 -1.07468556 -2.69758587
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hidden Outputs: [ 0.06275357 0.0671476 0.11191913 0.12214176 0.25451304 0.06311596
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final inputs: [ 0.56753754]
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oet: [ 1.8170627]
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hidden inputs: [-0.93869387 -0.90617664 -1.40192597 -1.44173533 -0.88031175 -0.67700601
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hidden Outputs: [ 0.28116425 0.28778285 0.19751067 0.19127677 0.29311318 0.33692986
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oet: [-0.21120497]
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hidden inputs: [-1.13622562 -1.11145191 -1.546942 -1.4731474 -0.84440035 -1.59895248
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hidden Outputs: [ 0.24301402 0.24760031 0.17552838 0.1864647 0.30060883 0.16812807
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final inputs: [-0.09769926]
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oet: [-0.49475076]
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hidden inputs: [-2.00939722 -1.30197926 -1.64196902 -1.45379341 -1.42672834 -1.70876112
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hidden Outputs: [ 0.1182198 0.2138321 0.16219732 0.18941844 0.19360896 0.15332447
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final inputs: [ 0.20074411]
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oet: [-0.50100217]
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hidden inputs: [-0.99971547 -0.97218016 -0.50815469 -1.20389656 -0.64589015 -1.0771185
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hidden Outputs: [ 0.26899737 0.27444616 0.37562621 0.23078277 0.34391628 0.2540517
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final inputs: [ 0.07261226]
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oet: [-0.9021237]
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hidden inputs: [-0.14854851 -0.54039149 -0.85770557 -1.29515686 -1.35903947 -0.78697271
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hidden Outputs: [ 0.46293101 0.36809652 0.29781894 0.21498124 0.20439646 0.31281906
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final inputs: [-0.35940556]
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oet: [ 0.73174034]
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hidden inputs: [-1.7364381 -1.59646206 -0.86294861 -0.71078432 -1.32821981 -1.28013026
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hidden Outputs: [ 0.14976593 0.16847667 0.29672366 0.32942556 0.20945398 0.21752805
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final inputs: [ 0.04515071]
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oet: [-0.52733961]
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hidden inputs: [-1.01575293 -1.1040678 -0.79239113 -1.71077761 -0.78755399 -0.84100587
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hidden Outputs: [ 0.2658555 0.24897849 0.31165548 0.15306288 0.31269412 0.30132298
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final inputs: [-0.21990266]
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oet: [-0.4056257]
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hidden inputs: [-1.69955341 -1.94797668 -1.57417479 -1.44015946 -0.88095909 -2.60108167
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hidden Outputs: [ 0.1545236 0.12477415 0.17162206 0.19152066 0.29297907 0.06906884
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final inputs: [ 0.36096931]
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oet: [-0.29185261]
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hidden inputs: [-1.18797663 -1.87271899 -1.60211697 -0.56870672 -1.14398721 -0.89606835
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hidden Outputs: [ 0.23362101 0.13322743 0.16768595 0.3615353 0.24158906 0.28985912
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final inputs: [ 0.1225785]
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oet: [ 0.0381346]
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hidden inputs: [-0.14859344 -0.28721479 -0.64737525 -0.78044866 -1.40470685 -0.64589514
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final inputs: [-0.47083721]
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oet: [ 0.23122278]
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hidden inputs: [-1.81760415 -1.08231415 -1.31332626 -0.99311045 -0.88936317 -1.52458986
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hidden Outputs: [ 0.1397216 0.25306833 0.21193077 0.27029814 0.29124126 0.17878663
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final inputs: [ 0.02873654]
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oet: [-0.28489015]
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hidden inputs: [-1.74981544 -1.1524508 -1.08522058 -1.20065968 -1.4537369 -0.92468896
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hidden Outputs: [ 0.14807048 0.24004172 0.25251934 0.23135788 0.18942712 0.28400345
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oet: [-0.8387839]
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hidden inputs: [-1.29045236 -0.82728347 -1.00902143 -1.24877433 -1.47991786 -0.81193002
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hidden Outputs: [ 0.21577625 0.30421977 0.2671714 0.22291238 0.18543983 0.30747937
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final inputs: [-0.41111026]
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oet: [-0.42391423]
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hidden inputs: [-0.69245885 -1.23860211 -1.20708549 -1.55590171 -0.8639188 -0.87456387
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hidden Outputs: [ 0.33348631 0.2246794 0.23021715 0.17423551 0.29652125 0.29430554
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final inputs: [-0.4011455]
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oet: [-0.52760094]
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hidden inputs: [ 0.49180022 -0.31866946 -0.64713582 -1.31027685 -1.40541645 -0.1067855
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hidden Outputs: [ 0.62053043 0.42100004 0.34363526 0.21244052 0.19695801 0.47332896
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final inputs: [-0.8063372]
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oet: [-0.14997453]
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hidden inputs: [-0.6859782 -0.66180177 -0.2103161 -1.23810325 -0.00425712 -0.20816057
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hidden Outputs: [ 0.33492834 0.34033499 0.44761393 0.22476632 0.49893572 0.44814696
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final inputs: [-0.18546213]
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oet: [ 0.15534382]
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hidden inputs: [-1.39466608 -0.66510571 -1.07448647 -1.02410738 -1.0926293 -0.69606706
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hidden Outputs: [ 0.19866389 0.33959362 0.25455082 0.26422811 0.25112349 0.33268479
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final inputs: [-0.24105706]
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oet: [-0.27972323]
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oet: [ 0.78216494]
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final inputs: [ 0.52410411]
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oet: [ 2.09204449]
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hidden inputs: [-1.96642901 -1.70912129 -1.37188741 -1.75552165 -2.00836561 -2.15406913
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hidden Outputs: [ 0.12277296 0.15327772 0.20231508 0.14735211 0.11832738 0.10395159
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oet: [-0.82667216]
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final inputs: [-0.29241217]
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oet: [ 0.01420634]
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hidden Outputs: [ 0.08920544 0.08652042 0.11823022 0.21938276 0.15538777 0.09836039
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final inputs: [ 0.31762026]
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oet: [-1.1967492]
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hidden Outputs: [ 0.19124575 0.21689043 0.1882837 0.23613096 0.22317053 0.18101586
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final inputs: [ 0.13290661]
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oet: [-0.57099106]
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hidden inputs: [-1.31223967 -1.08575967 -1.39363846 -1.67476515 -0.71478162 -1.13564521
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hidden Outputs: [ 0.21211231 0.2524176 0.19882753 0.15778989 0.32854314 0.2431208
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final inputs: [-0.22442047]
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oet: [ 0.91099945]
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hidden inputs: [-1.67561583 -1.34179994 -1.8186388 -1.80696914 -1.61328294 -1.81220095
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hidden Outputs: [ 0.15767688 0.20721421 0.13959729 0.14100483 0.16613332 0.14037233
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hidden Outputs: [ 0.3962622 0.39585385 0.35392333 0.16193703 0.37045119 0.3596955
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hidden Outputs: [ 0.1416611 0.17725123 0.14765766 0.18381064 0.22392517 0.19209886
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hidden inputs: [-1.78409427 -1.86404521 -1.82175167 -1.4299594 -1.67961753 -2.47178617
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oet: [-0.99887832]
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hidden Outputs: [ 0.14787148 0.12877633 0.170466 0.24925411 0.22553083 0.17543498
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final inputs: [ 0.33462097]
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oet: [ 1.01903779]
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hidden Outputs: [ 0.20752852 0.14676394 0.12594225 0.20661701 0.21626619 0.16783797
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final inputs: [ 0.0316912]
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oet: [ 0.05947773]
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hidden Outputs: [ 0.04623922 0.14725544 0.14572573 0.20221549 0.12368873 0.12637838
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final inputs: [ 0.11729584]
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oet: [ 0.58030925]
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hidden Outputs: [ 0.4080527 0.30539321 0.29510153 0.23081919 0.15241096 0.30299131
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final inputs: [-0.42414881]
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oet: [-1.01621275]
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hidden Outputs: [ 0.13593044 0.11951383 0.12769006 0.23359945 0.13578599 0.16236405
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oet: [-1.01819106]
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final inputs: [-0.263303]
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oet: [ 0.01266245]
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hidden inputs: [-1.02760848 -0.9207049 -1.02307098 -1.45137126 -1.38090133 -0.51563463
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hidden Outputs: [ 0.26354801 0.28481429 0.26442964 0.18979062 0.20086428 0.37387357
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final inputs: [-0.57515303]
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oet: [ 0.78559347]
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hidden inputs: [-0.17171315 -0.2725051 -0.38930312 -2.02195928 -0.9287059 -0.0692924
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oet: [ 0.11424276]
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oet: [-0.67599601]
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oet: [-0.05507171]
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oet: [-0.19322823]
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hidden Outputs: [ 0.09634689 0.11094113 0.31752547 0.19413535 0.24326974 0.14174739
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final inputs: [ 0.27238849]
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oet: [-0.33558514]
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oet: [ 0.8439507]
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hidden Outputs: [ 0.37550755 0.22698258 0.28778452 0.21458246 0.23507406 0.30594325
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final inputs: [-0.3361203]
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oet: [ 1.07231678]
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hidden inputs: [ 0.15377313 -0.44151165 -0.03390324 -0.75950378 -0.78616603 0.18984889
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hidden Outputs: [ 0.53836771 0.39138083 0.491525 0.31875401 0.31299249 0.54732018
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oet: [ 0.2424936]
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oet: [ 3.18475875]
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hidden Outputs: [ 0.12119141 0.13851172 0.1757752 0.13764586 0.23484396 0.1128465
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final inputs: [ 0.04401883]
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oet: [ 0.4606293]
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hidden inputs: [-1.25959866 -1.43063376 -0.57432004 -0.48207396 -0.68871258 -0.52268581
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oet: [-0.45389672]
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oet: [-0.77324845]
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oet: [-0.42949304]
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hidden Outputs: [ 0.1721662 0.14886935 0.195255 0.20817394 0.24047847 0.25334877
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final inputs: [ 0.15851938]
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oet: [ 2.71122979]
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hidden Outputs: [ 0.06510387 0.05195737 0.09094387 0.23167445 0.14291747 0.04725055
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final inputs: [ 0.54831638]
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oet: [ 3.02159091]
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hidden inputs: [-2.22594334 -1.70511204 -1.47928553 -1.53168052 -1.84499186 -2.28838088
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hidden Outputs: [ 0.09744484 0.15379878 0.18553536 0.17774794 0.13646198 0.09208983
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final inputs: [ 0.2025834]
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oet: [ 1.00222285]
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hidden inputs: [-1.2543745 -1.2680629 -0.7930133 -0.5723797 -1.62394742 -1.18160701
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hidden Outputs: [ 0.22194381 0.21958903 0.31152202 0.3606879 0.16466119 0.23476337
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final inputs: [ 0.02972086]
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oet: [-1.03565009]
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...,
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hidden inputs: [-2.4798431 -2.10029013 -0.78295779 -1.46037082 -0.93054158 -1.75265481
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hidden Outputs: [ 0.07728339 0.10906862 0.31368277 0.18841062 0.28281485 0.14771266
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final inputs: [ 0.36282911]
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oet: [ 1.18378661]
Progress: 12.0% ... Training loss: 0.700 ... Validation loss: 1.198[ 0.01679627]
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...,
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hidden inputs: [-1.90398315 -2.44137815 -2.16404445 -1.75225406 -2.18548969 -2.1533886
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hidden Outputs: [ 0.12965832 0.08007134 0.1030261 0.14776312 0.10106111 0.104015
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final inputs: [ 0.01679627]
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oet: [-0.6202724]
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...,
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hidden inputs: [-1.41755095 -1.41155079 -1.35292417 -0.83677823 -1.40269641 -0.99636748
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hidden Outputs: [ 0.1950458 0.19598957 0.20539272 0.30221376 0.19738858 0.26965622
0.26565931 0.26363219 0.23353566 0.10409394 0.32657348 0.29803585
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final inputs: [ 0.12289022]
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oet: [-0.42866133]
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hidden inputs: [-1.01451037 -1.7440544 -1.42169809 -1.23164048 -1.2991865 -0.70363147
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hidden Outputs: [ 0.26609809 0.14879868 0.19439552 0.22589443 0.21430196 0.33100758
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final inputs: [-0.15053367]
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oet: [ 1.03006961]
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hidden inputs: [-0.35005589 -0.19884786 -0.8804117 -1.18482384 -0.9575277 -0.33281666
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hidden Outputs: [ 0.41336887 0.45045119 0.29309247 0.23418597 0.27737346 0.41755545
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final inputs: [-0.53903196]
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oet: [-0.47241032]
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hidden inputs: [-0.19374819 -0.3163873 -1.23170396 -1.22702836 -1.70077364 -0.62527079
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hidden Outputs: [ 0.45171391 0.42155644 0.22588333 0.22670196 0.15436425 0.34858364
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final inputs: [-0.56158657]
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oet: [-0.43331655]
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hidden inputs: [-1.8961922 -2.01417656 -1.30158779 -1.37943391 -1.62752574 -1.70309449
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hidden Outputs: [ 0.13054005 0.11772249 0.21389792 0.20109993 0.16416959 0.15406154
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final inputs: [-0.00709385]
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oet: [-0.6956173]
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hidden inputs: [-0.01048831 -0.24814048 -0.79270529 -1.42248864 -0.02472473 -0.71821468
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hidden Outputs: [ 0.49737795 0.43828124 0.31158809 0.19427174 0.49381913 0.32778624
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final inputs: [-0.45771045]
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oet: [ 0.61503604]
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hidden inputs: [-0.83223946 -1.68483278 -1.33343744 -0.89430446 -1.48452259 -1.16756352
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hidden Outputs: [ 0.30317176 0.15645659 0.20859134 0.29022234 0.18474528 0.23729567
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final inputs: [-0.00448279]
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oet: [-0.47770611]
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oet: [ 0.15650427]
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hidden inputs: [-1.9819761 -2.21856954 -1.69450816 -1.26706882 -1.00504494 -2.01533149
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oet: [-1.2765768]
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hidden inputs: [-2.53574132 -2.44220694 -1.86599578 -0.97296462 -1.59729388 -2.06527836
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oet: [-0.647345]
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hidden inputs: [-1.04668586 -0.92888491 -1.51150053 -1.38265867 -0.4263228 -1.24473149
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final inputs: [-0.18384334]
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oet: [ 1.38864959]
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hidden inputs: [-1.28897042 -1.38770615 -1.37967969 -0.89791231 -0.95334234 -2.18480161
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oet: [ 0.27054451]
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final inputs: [ 0.0230256]
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oet: [-0.50521451]
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final inputs: [-0.04606764]
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oet: [ 0.21441935]
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final inputs: [ 0.04252264]
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oet: [-0.99332131]
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hidden Outputs: [ 0.06390945 0.11818322 0.12062095 0.24992249 0.15060184 0.14977541
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final inputs: [ 0.32790995]
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oet: [ 0.54611294]
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hidden inputs: [-1.76474385 -1.96024951 -1.17954687 -1.56467236 -1.68143668 -2.2383108
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hidden Outputs: [ 0.1461972 0.12344005 0.23513368 0.17297722 0.15690532 0.09636253
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final inputs: [ 0.0920476]
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oet: [ 1.03594945]
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oet: [ 1.21263348]
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oet: [ 0.45666017]
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oet: [-0.28200177]
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oet: [-0.83930859]
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oet: [ 0.48903477]
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oet: [-0.68586002]
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oet: [ 0.05511007]
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oet: [-1.37178435]
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final inputs: [ 0.24032216]
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oet: [-0.99029112]
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final inputs: [ 0.35489996]
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oet: [ 0.723106]
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hidden inputs: [-2.05691306 -2.0582909 -2.04925268 -1.69406585 -1.78310296 -2.20210703
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oet: [-1.17416146]
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hidden inputs: [-1.03593997 -1.26691917 -1.05402765 -0.71989017 -1.00965522 -0.79997122
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oet: [ 0.20075175]
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final inputs: [ 0.06732236]
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oet: [-0.27937151]
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hidden Outputs: [ 0.45427364 0.41677317 0.3270919 0.40808828 0.41690373 0.52863702
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oet: [ 0.80676105]
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hidden inputs: [-1.62188357 -2.54117322 -1.64632501 -1.13406051 -1.48495335 -1.81580777
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hidden Outputs: [ 0.16494527 0.07302172 0.16160625 0.24341253 0.18468041 0.13993767
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final inputs: [ 0.34048245]
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oet: [ 0.53354044]
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hidden inputs: [-0.83648603 -1.0201712 -0.96094521 -1.158122 -1.65151967 -0.89919379
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hidden Outputs: [ 0.30227538 0.26499405 0.27668899 0.2390087 0.16090367 0.2892162
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final inputs: [-0.05583694]
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oet: [-0.91701395]
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hidden inputs: [-1.96480762 -2.25159895 -1.81939782 -0.75220703 -1.56555838 -2.22402212
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hidden Outputs: [ 0.12294769 0.09521163 0.13950615 0.32034059 0.1728505 0.09761394
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final inputs: [ 0.66824096]
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oet: [ 0.39873888]
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hidden inputs: [-0.33810435 -0.06276234 -0.72123427 -1.643667 -0.26771553 -0.63428353
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oet: [ 0.00971623]
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hidden inputs: [-0.64451062 -0.3243543 -0.46582592 -1.25206174 -0.58860199 -0.20851457
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oet: [-0.04976235]
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hidden inputs: [ 0.12700229 0.08955481 -0.36939658 -0.41115107 -0.45139847 0.48004401
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oet: [-0.23146614]
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hidden inputs: [-2.96173191 -2.2397297 -2.13368839 -1.80919665 -1.89875209 -2.86680535
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hidden Outputs: [ 0.04918495 0.09623905 0.10586535 0.14073525 0.13024978 0.0538191
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final inputs: [ 0.3945633]
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oet: [-0.35852494]
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oet: [ 0.10649363]
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hidden Outputs: [ 0.08710285 0.13611006 0.23550344 0.29031149 0.20047818 0.16471386
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final inputs: [ 0.21413964]
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oet: [ 2.3468784]
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hidden Outputs: [ 0.07023099 0.09864293 0.18460698 0.4623254 0.26762836 0.12860408
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oet: [ 0.50515564]
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hidden inputs: [-1.43097746 -1.96574087 -1.72230492 -0.88466732 -0.98030336 -1.13278278
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hidden Outputs: [ 0.19294643 0.1228471 0.15157451 0.29221153 0.27283159 0.24364791
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final inputs: [ 0.19425665]
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oet: [ 0.56950511]
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hidden inputs: [-2.30828832 -2.20791943 -1.90618442 -1.30722144 -2.0836149 -2.36134745
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hidden Outputs: [ 0.09043885 0.09904157 0.12941012 0.21295217 0.1106996 0.08616803
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final inputs: [ 0.37255696]
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oet: [ 2.1608958]
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hidden inputs: [-0.78328108 -0.76433062 -0.75401292 -1.18102978 -0.91468324 -0.59001223
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oet: [-0.37618316]
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oet: [ 3.7171581]
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oet: [ 0.19204324]
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hidden inputs: [-1.79790426 -1.32298877 -1.0608465 -1.35561728 -1.84412623 -1.67069559
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final inputs: [-0.14684578]
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oet: [-0.88664873]
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final inputs: [-0.42827608]
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oet: [-0.57214009]
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final inputs: [-0.59730861]
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oet: [-0.39759451]
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oet: [-0.21091938]
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hidden Outputs: [ 0.21507499 0.17469674 0.15638509 0.14617177 0.19181663 0.1800083
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oet: [ 0.06822674]
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hidden inputs: [-0.86809338 -1.03060574 -1.10474107 -1.03027694 -0.91277423 -0.85222507
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hidden Outputs: [ 0.29565118 0.26296669 0.24885261 0.26303042 0.28643248 0.29896631
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final inputs: [-0.31965177]
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oet: [-0.66973829]
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hidden inputs: [-0.94685815 -0.38091841 -0.84615388 -1.24643132 -0.78360595 -0.61966959
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hidden Outputs: [ 0.27951711 0.40590541 0.30024029 0.22331851 0.31354324 0.3498566
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final inputs: [-0.58145407]
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oet: [-0.44101433]
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oet: [-0.45183149]
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hidden inputs: [-0.75540625 -1.11483203 -1.09294115 -1.45373182 -0.75764087 -0.67174103
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final inputs: [-0.18790953]
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oet: [-0.71327163]
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hidden inputs: [-1.24359275 -2.31019871 -2.09517299 -1.12270299 -1.92147817 -1.74321427
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oet: [-0.98200899]
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hidden inputs: [-2.78716629 -2.44867092 -2.12183081 -1.46777617 -1.52809911 -2.40850339
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final inputs: [ 0.42610702]
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oet: [ 3.7171581]
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hidden inputs: [-1.09769489 -1.64232684 -1.24178809 -1.6508386 -1.30188775 -1.34706623
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final inputs: [ 0.09476261]
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oet: [-0.40604678]
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hidden inputs: [-1.85195192 -2.16748736 -1.76236503 -1.5678378 -1.14585067 -2.06016155
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hidden Outputs: [ 0.13564388 0.10270837 0.14649438 0.17252485 0.24124779 0.11302963
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final inputs: [ 0.36235446]
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oet: [-0.19951581]
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hidden inputs: [-0.45178645 -1.25886679 -0.86098228 -0.74453715 -0.83783194 0.01256446
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hidden Outputs: [ 0.3889361 0.22116903 0.29713416 0.32201279 0.3019916 0.50314107
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final inputs: [-0.31863157]
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oet: [ 0.41531355]
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hidden Outputs: [ 0.20655551 0.19395199 0.29211898 0.36809875 0.31855271 0.23605026
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final inputs: [ 0.09829645]
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oet: [ 0.26852528]
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hidden inputs: [-2.89385174 -2.24395144 -1.82898931 -1.88680651 -1.35250231 -2.68607698
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hidden Outputs: [ 0.05245833 0.09587248 0.13835872 0.13160902 0.20546158 0.06379994
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final inputs: [ 0.56469797]
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oet: [ 0.17149852]
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oet: [-0.12016294]
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hidden inputs: [-2.04771376 -2.05852687 -1.31714464 -0.70325991 -0.98177691 -1.9947227
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final inputs: [ 0.43949434]
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oet: [-1.45093663]
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hidden inputs: [-1.62169488 -2.21080792 -1.70079604 -1.51349067 -1.93932328 -1.83163491
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final inputs: [ 0.09450855]
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oet: [ 0.29987846]
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oet: [-0.30394634]
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final inputs: [ 0.10188594]
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oet: [-1.06371072]
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final inputs: [ 0.57776876]
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oet: [-0.29915593]
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hidden Outputs: [ 0.13578441 0.19257019 0.17377123 0.10936212 0.095545 0.10974311
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final inputs: [-0.15707167]
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oet: [-0.60077003]
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hidden Outputs: [ 0.25817509 0.21836203 0.25866606 0.20210112 0.21251879 0.29792404
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final inputs: [-0.22786834]
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oet: [-0.68433894]
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hidden inputs: [-1.27985416 -1.89760742 -1.45197333 -1.81728543 -0.91825579 -2.12741124
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hidden Outputs: [ 0.21757505 0.13037951 0.18969805 0.13975992 0.28531342 0.106461
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final inputs: [ 0.2720508]
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oet: [ 0.21054511]
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oet: [-0.16254556]
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oet: [-0.29395047]
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final inputs: [ 0.1039455]
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oet: [ 0.25185011]
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hidden inputs: [-0.47571251 -0.69017135 -1.17286777 -1.86607071 -1.60277338 -0.72733691
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oet: [-0.07647481]
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oet: [-0.93575224]
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oet: [-0.8133914]
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hidden inputs: [-2.21666512 -2.39765098 -1.90891105 -1.89945658 -1.79956687 -2.48756511
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hidden Outputs: [ 0.09826391 0.083352 0.12910324 0.13016999 0.1419038 0.07673452
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final inputs: [ 0.17845755]
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oet: [-1.13476927]
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hidden inputs: [-1.1976806 -0.85730776 -0.59488982 -1.05030373 -1.63452345 -0.84073793
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hidden Outputs: [ 0.23188808 0.29790214 0.35551369 0.25916678 0.16321164 0.30137939
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final inputs: [-0.42641545]
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oet: [-0.58502684]
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hidden inputs: [-2.1662551 -1.60413074 -1.6321471 -1.49664731 -1.91372645 -1.77158836
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hidden Outputs: [ 0.10282199 0.16740508 0.16353644 0.1829261 0.12856278 0.14534491
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final inputs: [-0.02970279]
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oet: [-0.40286861]
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oet: [-0.19592417]
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oet: [-0.24124908]
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final inputs: [-0.01155817]
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oet: [-0.25010849]
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oet: [ 1.64916804]
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oet: [-0.55423941]
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hidden Outputs: [ 0.43233948 0.33077842 0.34353107 0.17316856 0.3378861 0.27210735
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final inputs: [-0.24388641]
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oet: [-0.75652976]
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hidden Outputs: [ 0.13358011 0.0966478 0.14712956 0.1545488 0.1747148 0.12141119
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final inputs: [ 0.15752285]
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oet: [ 3.21391442]
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hidden Outputs: [ 0.20073733 0.29915414 0.27645829 0.27048081 0.23288305 0.28670531
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oet: [-0.41591482]
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hidden Outputs: [ 0.42927863 0.35045763 0.33738117 0.27205588 0.1792848 0.44944221
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final inputs: [-0.56675792]
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oet: [-0.26275352]
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hidden inputs: [-2.33262999 -2.17559535 -1.83509686 -1.12959567 -1.75689783 -1.87281902
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hidden Outputs: [ 0.08845637 0.10196354 0.13763221 0.24423573 0.14717929 0.13321587
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final inputs: [ 0.37602229]
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oet: [ 0.97533534]
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final inputs: [-0.46300973]
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oet: [-0.1294403]
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oet: [-0.52812695]
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final inputs: [ 0.2793444]
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oet: [ 0.95854018]
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oet: [-0.30989473]
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oet: [-0.40434925]
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hidden Outputs: [ 0.24329421 0.2336284 0.28085482 0.32498014 0.35026895 0.27855707
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final inputs: [ 0.34446747]
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oet: [ 1.21317436]
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hidden inputs: [-0.83677393 -0.04116737 -0.65849776 -1.6577897 -1.03058708 -0.93579748
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hidden Outputs: [ 0.30221467 0.48970961 0.34107715 0.16005893 0.2629703 0.28175001
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final inputs: [-0.60018791]
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oet: [-0.06393184]
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hidden Outputs: [ 0.6657858 0.41596762 0.32381579 0.40551859 0.28073666 0.50731735
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final inputs: [-0.66954111]
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hidden inputs: [-1.99459149 -2.18519874 -1.94954262 -1.28702518 -1.32491532 -2.48733868
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hidden Outputs: [ 0.11977195 0.10108754 0.12460324 0.21635676 0.21000168 0.07675057
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final inputs: [ 0.36057618]
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oet: [-0.21978975]
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hidden inputs: [-2.09109683 -1.26198982 -1.00948384 -1.16064184 -1.93575192 -1.82255441
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hidden Outputs: [ 0.10996518 0.22063155 0.26708088 0.23855068 0.12611529 0.13912765
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final inputs: [ 0.04745519]
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oet: [-0.75567939]
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hidden inputs: [-2.09463112 -2.54252861 -2.213046 -1.81922071 -1.79643079 -3.15606101
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hidden Outputs: [ 0.10961974 0.07293003 0.09858506 0.13952741 0.1422861 0.04085312
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final inputs: [ 0.31423761]
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oet: [-0.18447729]
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hidden inputs: [-0.60604002 -1.30689312 -0.94389379 -0.26192099 -0.87738276 -0.3606302
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hidden Outputs: [ 0.35296305 0.2130072 0.28011449 0.43489155 0.29372043 0.41080702
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final inputs: [-0.11751635]
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oet: [-0.35915949]
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hidden inputs: [-1.69700153 -1.54725069 -1.39205852 -1.74668052 -0.644353 -1.75789511
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hidden Outputs: [ 0.15485729 0.17548371 0.19907933 0.14846637 0.3442632 0.14705416
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final inputs: [ 0.437509]
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oet: [ 1.62182093]
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hidden inputs: [-2.02955211 -2.13316783 -1.30972707 -1.11790741 -0.81594748 -2.03305826
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hidden Outputs: [ 0.11613489 0.10591463 0.21253252 0.24639964 0.30662457 0.11577548
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final inputs: [ 0.69113275]
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oet: [ 0.97677021]
Progress: 12.5% ... Training loss: 0.691 ... Validation loss: 1.202[ 0.36301214]
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hidden inputs: [-1.95642231 -2.60115027 -2.15744283 -1.84839401 -1.37104646 -3.28268324
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hidden Outputs: [ 0.12385476 0.06906443 0.10363776 0.13606157 0.20245083 0.03617006
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final inputs: [ 0.36301214]
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oet: [ 0.1912535]
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hidden inputs: [-2.50184247 -1.84372035 -1.51211664 -1.32050423 -1.93790898 -2.38621952
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hidden Outputs: [ 0.07572912 0.13661189 0.18062532 0.21073441 0.12587776 0.08422958
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final inputs: [ 0.1809092]
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oet: [ 0.35681727]
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hidden inputs: [-1.19290289 -1.41479136 -0.60844693 -1.02223948 -1.53969708 -1.34305919
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hidden Outputs: [ 0.23274016 0.19547943 0.35241355 0.26459141 0.17657931 0.20700743
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final inputs: [ 0.03101577]
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oet: [-0.8109097]
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hidden inputs: [-1.94344012 -1.18721719 -1.19930978 -0.67594665 -1.34706943 -1.55296957
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hidden Outputs: [ 0.12527041 0.23375701 0.23159803 0.33716657 0.2063499 0.17465778
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final inputs: [ 0.11536704]
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oet: [-0.34086714]
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oet: [ 1.40622704]
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oet: [-0.26644627]
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oet: [-0.18869673]
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final inputs: [-0.76968425]
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oet: [-0.21419276]
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hidden Outputs: [ 0.17104837 0.31252896 0.26057794 0.19930218 0.33019664 0.22174596
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final inputs: [-0.23604915]
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oet: [-0.52730562]
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hidden Outputs: [ 0.36236422 0.3538119 0.27351138 0.13403693 0.18058851 0.28459316
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final inputs: [-0.62994322]
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oet: [-0.35393378]
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hidden Outputs: [ 0.29956617 0.29936818 0.37974168 0.21515406 0.40168071 0.248308
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final inputs: [-0.03762604]
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oet: [-0.45007592]
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hidden inputs: [-2.28958372 -2.05151619 -2.1094053 -1.35798916 -2.0330355 -1.85505698
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hidden Outputs: [ 0.09198931 0.11389927 0.10818603 0.20456731 0.11577781 0.13528024
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final inputs: [ 0.19637453]
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oet: [-0.27059729]
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...,
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oet: [-0.35216254]
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oet: [ 0.33919829]
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final inputs: [ 0.53788971]
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oet: [-0.0938852]
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hidden inputs: [-1.91712796 -1.92662242 -1.94323899 -1.64263972 -1.47300074 -1.91734609
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oet: [-0.81801918]
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oet: [-0.75234062]
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final inputs: [ 0.42838654]
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oet: [ 1.16784669]
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hidden Outputs: [ 0.06619963 0.10044234 0.29287909 0.19256224 0.19143367 0.09499342
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oet: [ 1.13826114]
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hidden Outputs: [ 0.16865755 0.1436779 0.14642088 0.29813856 0.26414431 0.22024444
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final inputs: [ 0.36482206]
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oet: [ 0.7131839]
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hidden Outputs: [ 0.16125368 0.24227165 0.17462403 0.22843314 0.16783841 0.25154353
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oet: [-0.82978831]
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hidden Outputs: [ 0.11172485 0.23032519 0.33247972 0.34261122 0.22098798 0.19597863
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oet: [-1.21017662]
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hidden inputs: [-2.62314881 -2.38789319 -2.00848745 -1.68219662 -1.65826071 -2.26886324
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hidden Outputs: [ 0.06766338 0.08410057 0.11831467 0.15680482 0.15999561 0.09373473
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final inputs: [ 0.29587719]
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oet: [ 0.63327625]
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hidden inputs: [-2.22258914 -1.62874787 -1.65055539 -1.35820416 -2.34152304 -1.78177799
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hidden Outputs: [ 0.09774024 0.16400196 0.1610339 0.20453233 0.08774193 0.14408373
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final inputs: [-0.0743048]
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oet: [-0.84892859]
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hidden Outputs: [ 0.117216 0.08412801 0.09972358 0.23185971 0.13935984 0.13936141
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final inputs: [ 0.23909903]
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oet: [ 2.21165789]
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hidden Outputs: [ 0.11817407 0.09102621 0.15080474 0.24798871 0.22083834 0.09949121
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final inputs: [ 0.55395027]
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oet: [-0.76048637]
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hidden Outputs: [ 0.04894616 0.09577654 0.10563302 0.14146903 0.13084339 0.05349564
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final inputs: [ 0.40376875]
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oet: [-0.36773038]
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hidden inputs: [-1.36555514 -2.20554589 -1.71344269 -0.5394134 -1.39047168 -1.44277943
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hidden Outputs: [ 0.20333893 0.09925357 0.15271772 0.36832405 0.19933247 0.19111531
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final inputs: [ 0.37767076]
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oet: [ 0.68930909]
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hidden inputs: [-1.17196125 -2.0110417 -1.70267897 -1.16438969 -1.59441851 -1.93406557
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hidden Outputs: [ 0.23650066 0.11804848 0.1541157 0.23787057 0.16876315 0.12630127
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final inputs: [ 0.13402622]
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oet: [-1.15098156]
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oet: [-0.04844907]
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hidden Outputs: [ 0.2557362 0.27762221 0.17569411 0.27920793 0.23417007 0.36802111
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final inputs: [-0.23232369]
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oet: [-0.44282218]
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hidden inputs: [-1.06979436 -0.55236112 -1.13388003 -0.8551931 -0.53982634 -0.34591766
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hidden Outputs: [ 0.25544219 0.36531679 0.24344577 0.29834462 0.36822798 0.41437273
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final inputs: [-0.49353838]
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oet: [ 0.92651678]
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hidden Outputs: [ 0.24241819 0.55020705 0.35214387 0.2203735 0.23298523 0.38601249
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oet: [-0.03511779]
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hidden inputs: [-0.92585971 -0.50148431 -1.26994855 -1.34226734 -1.09334609 -0.8020994
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hidden Outputs: [ 0.28376544 0.37719191 0.21926606 0.20713744 0.25098871 0.30957662
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final inputs: [-0.63621782]
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oet: [-0.28701557]
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hidden Outputs: [ 0.1939103 0.14603336 0.26822479 0.25607762 0.18897972 0.18131234
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final inputs: [ 0.16917017]
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oet: [-0.40878461]
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hidden Outputs: [ 0.24941619 0.35347153 0.21224807 0.27970822 0.17058856 0.28300549
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final inputs: [-0.20002912]
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oet: [-0.81141317]
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hidden inputs: [-1.83066969 -2.17737328 -1.65640201 -0.81326522 -1.3262012 -1.98056302
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hidden Outputs: [ 0.13815851 0.10180086 0.16024558 0.30719513 0.20978843 0.12125883
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final inputs: [ 0.52709786]
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oet: [ 0.52334281]
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hidden inputs: [-0.52866592 -0.21652946 -0.38321168 -0.5720681 -0.59435983 0.29300401
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hidden Outputs: [ 0.37082809 0.44607815 0.40535251 0.36075976 0.35563513 0.5727314
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final inputs: [-0.67508644]
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oet: [-0.23712083]
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oet: [-0.41876452]
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oet: [-0.82461485]
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oet: [ 3.19979215]
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hidden inputs: [-1.55351777 -1.13943973 -0.76591485 -0.92535466 -1.18202896 -0.93969102
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oet: [-1.06590016]
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hidden Outputs: [ 0.3831707 0.30424064 0.42131172 0.30045401 0.20295003 0.33447848
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oet: [-0.51354043]
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hidden Outputs: [ 0.24821627 0.19232632 0.23246786 0.234536 0.25297643 0.13597068
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final inputs: [ 0.19588514]
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oet: [ 0.50171995]
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hidden Outputs: [ 0.29420569 0.29306621 0.22394945 0.25291991 0.31952185 0.2070693
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final inputs: [-0.32089444]
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oet: [-0.11719001]
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hidden inputs: [-0.99808836 -1.2768941 -1.04169655 -1.5938463 -0.92305355 -1.0479326
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hidden Outputs: [ 0.26931744 0.21807938 0.26082278 0.16884344 0.28433612 0.2596223
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final inputs: [-0.26222164]
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oet: [ 1.53869761]
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hidden Outputs: [ 0.17456108 0.34958223 0.32376747 0.21858792 0.20681894 0.22567053
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oet: [-0.53061245]
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oet: [-0.1926286]
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oet: [ 0.05483487]
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hidden inputs: [ 0.03232274 -0.04729011 -0.28590559 -1.08278674 -0.92606623 -0.09046525
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hidden Outputs: [ 0.50807998 0.48817968 0.42900654 0.25297901 0.28372347 0.4773991
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final inputs: [-0.89601605]
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oet: [ 0.12163518]
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final inputs: [ 0.08639523]
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oet: [ 0.71044487]
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final inputs: [-0.6392824]
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oet: [-0.13509848]
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hidden Outputs: [ 0.15578186 0.14209215 0.2225149 0.15119732 0.16577651 0.12119448
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final inputs: [-0.02435232]
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oet: [-1.00914219]
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hidden Outputs: [ 0.17667352 0.19066727 0.21043051 0.15373549 0.24685279 0.10724245
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final inputs: [ 0.02277694]
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oet: [ 0.09044421]
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hidden inputs: [-3.235204 -2.85727083 -2.27127891 -1.50734865 -1.46040158 -3.0241471
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hidden Outputs: [ 0.03786222 0.05430669 0.09352973 0.18133206 0.18840591 0.04634683
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final inputs: [ 0.75260551]
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oet: [ 2.45895314]
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hidden inputs: [-0.29650498 -0.68520194 -0.46677875 -0.84878366 -1.01446425 -0.27287199
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hidden Outputs: [ 0.42641209 0.33510127 0.38537895 0.29968808 0.2661071 0.43220216
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final inputs: [-0.61321562]
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oet: [-0.41476583]
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oet: [ 1.431566]
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hidden inputs: [ -2.65857963e+00 -1.66093005e+00 -1.43338936e+00 -6.99845487e-01
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oet: [ 1.7353122]
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hidden inputs: [-1.20975617 -1.83408728 -1.72011798 -1.22950923 -0.95476407 -1.4735791
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hidden Outputs: [ 0.2297442 0.13775208 0.15185597 0.22626733 0.27792774 0.18639922
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final inputs: [ 0.09216047]
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oet: [-0.11125267]
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hidden Outputs: [ 0.21665391 0.13950942 0.15428629 0.17953265 0.21376503 0.18584821
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final inputs: [-0.00857537]
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oet: [-0.9422233]
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hidden inputs: [-2.75367561 -2.86221644 -1.85276242 -0.92176157 -1.57855549 -2.71825873
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hidden Outputs: [ 0.0598794 0.05405326 0.13554888 0.2845991 0.17100016 0.06190451
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final inputs: [ 0.73177655]
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hidden Outputs: [ 0.16421649 0.14241704 0.17825617 0.24090925 0.18958073 0.16067242
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final inputs: [ 0.24630894]
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hidden inputs: [-2.05475614 -0.9636759 -0.87310088 -0.57527672 -0.56791152 -1.2042778
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hidden Outputs: [ 0.11357268 0.27614282 0.29460948 0.36002014 0.36171887 0.23071509
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final inputs: [ 0.23784401]
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oet: [-0.46091928]
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hidden inputs: [-0.53921177 -0.96005708 -0.83169426 -0.89381704 -0.53460656 -0.83710691
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hidden Outputs: [ 0.36837096 0.27686677 0.30328695 0.29032275 0.36944312 0.30214445
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final inputs: [-0.28863123]
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oet: [-0.38100158]
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oet: [ 0.77848651]
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oet: [ 0.5317724]
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final inputs: [ 0.39748194]
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hidden Outputs: [ 0.56644034 0.60322346 0.33013172 0.28733613 0.21550265 0.54459642
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oet: [ 0.07759714]
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hidden Outputs: [ 0.06975134 0.07024082 0.09264679 0.13255292 0.17067158 0.03800955
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final inputs: [ 0.47320289]
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oet: [-0.16151173]
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hidden Outputs: [ 0.10761759 0.17145348 0.18257342 0.30589584 0.29005712 0.18672419
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final inputs: [ 0.28073723]
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oet: [ 1.18318266]
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hidden inputs: [-2.68675883 -2.81927196 -2.3367649 -1.59298204 -1.47469337 -2.64840106
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hidden Outputs: [ 0.06375922 0.0562916 0.08812353 0.16896476 0.18623029 0.06608763
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final inputs: [ 0.57561702]
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oet: [ 1.22459928]
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oet: [-0.84952356]
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oet: [-0.38194428]
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final inputs: [-0.09597136]
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oet: [ 1.5268129]
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hidden inputs: [-2.26028438 -2.07427785 -1.04104614 -1.35229003 -1.30028549 -1.98760879
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hidden Outputs: [ 0.09446604 0.11162213 0.26094819 0.20549623 0.21411697 0.12051007
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oet: [ 0.79837261]
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oet: [ 0.07603969]
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final inputs: [ 0.32269299]
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oet: [-1.11912609]
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hidden Outputs: [ 0.56644034 0.60322346 0.33013172 0.28733613 0.21550265 0.54459642
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final inputs: [-1.07250025]
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hidden Outputs: [ 0.20860048 0.1995604 0.2566682 0.25212182 0.21439648 0.18239541
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final inputs: [ 0.00930736]
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oet: [-0.27648707]
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hidden Outputs: [ 0.3012292 0.32789123 0.21810014 0.12915951 0.20656127 0.23293123
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final inputs: [-0.53704543]
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oet: [-0.25938767]
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hidden inputs: [-2.07629556 -2.19682913 -1.83420058 -0.77060442 -0.94378983 -1.90763106
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hidden Outputs: [ 0.11142221 0.1000356 0.13773862 0.31634837 0.28013545 0.12924722
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oet: [-0.91110729]
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oet: [ 1.99190469]
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hidden Outputs: [ 0.09528507 0.10605945 0.11884402 0.22487841 0.11693407 0.13892967
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final inputs: [ 0.23056013]
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oet: [ 0.04253964]
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hidden inputs: [-1.85199234 -0.71068292 -0.91867794 -1.48001141 -1.21702053 -0.82919646
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oet: [ 1.18761908]
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oet: [-0.4836521]
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hidden Outputs: [ 0.09383185 0.07253 0.0691378 0.14565437 0.25227648 0.0399961
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final inputs: [ 0.3576944]
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oet: [ 0.35644986]
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hidden Outputs: [ 0.06200073 0.06084945 0.08988819 0.22630395 0.22990169 0.03582991
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final inputs: [ 0.78784907]
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oet: [-0.72424543]
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hidden inputs: [-0.9645328 -0.72292576 -1.01068755 -1.14964964 -1.79918266 -0.88834547
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hidden Outputs: [ 0.27597157 0.32674904 0.26684532 0.24055308 0.14195059 0.29145138
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final inputs: [-0.63158867]
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oet: [-0.40741889]
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hidden inputs: [-1.3090214 -2.03590096 -1.78573615 -2.17136856 -1.67462542 -2.09031488
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hidden Outputs: [ 0.21265064 0.11548478 0.14359628 0.10235123 0.15780846 0.11004173
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final inputs: [ 0.0075759]
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oet: [ 0.3124687]
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hidden inputs: [-2.55025545 -1.48361687 -1.27924936 -1.16047194 -0.80608404 -1.63920968
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final inputs: [ 0.46351395]
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oet: [-0.08566612]
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hidden inputs: [ 2.01881514e-01 -5.46948095e-01 -6.88102600e-01 -2.65854148e-01
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hidden Outputs: [ 0.55029966 0.36657276 0.33445529 0.43392518 0.37398298 0.56518753
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final inputs: [-0.7671903]
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oet: [-0.22627683]
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hidden inputs: [-3.31591216 -2.65727539 -2.60743218 -1.25726207 -1.42667945 -2.88735378
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hidden Outputs: [ 0.03502932 0.06554201 0.06866163 0.22144557 0.19361659 0.05278226
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final inputs: [ 0.57819316]
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oet: [ 2.22539934]
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hidden inputs: [-1.69416104 -1.31707098 -1.15011769 -1.47709996 -1.46783343 -1.27414467
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hidden Outputs: [ 0.15522941 0.21130602 0.24046759 0.18586585 0.18727215 0.21854858
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final inputs: [-0.05600705]
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oet: [ 1.56954443]
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hidden Outputs: [ 0.15258925 0.15831681 0.1773345 0.26386727 0.26131991 0.1902656
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final inputs: [ 0.15659331]
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oet: [-0.35761635]
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hidden inputs: [-1.89046768 -2.20348157 -2.13312974 -1.79190851 -1.58196779 -2.17856762
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hidden Outputs: [ 0.13119115 0.09943828 0.10591824 0.14283889 0.17051698 0.1016917
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final inputs: [ 0.24127605]
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oet: [-0.09497657]
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hidden inputs: [-2.16582271 -2.33683247 -1.95410825 -1.62015187 -1.38307228 -1.935547
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hidden Outputs: [ 0.10286188 0.0881181 0.12410609 0.16518393 0.20051603 0.12613788
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final inputs: [ 0.37930895]
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oet: [ 0.30175697]
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hidden Outputs: [ 0.29975221 0.33035816 0.25610574 0.25938352 0.27810426 0.36619606
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oet: [ 0.17935428]
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hidden inputs: [ 0.15192187 -0.87697545 -0.8733527 -1.27316698 -0.72817027 -0.52074299
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hidden Outputs: [ 0.53790759 0.29380493 0.29455715 0.2187156 0.32559638 0.37267851
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oet: [-0.46017682]
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hidden inputs: [-0.80491034 -1.26159234 -1.5773648 -1.33645983 -1.09793352 -0.86949797
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final inputs: [-0.23412657]
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oet: [-0.11574899]
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hidden inputs: [-1.43900192 -0.89035047 -0.95806391 -1.36844151 -1.56425398 -0.89641097
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hidden Outputs: [ 0.19169996 0.29103751 0.277266 0.20287176 0.17303708 0.2897886
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final inputs: [-0.36638914]
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oet: [-0.12131282]
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hidden inputs: [-0.76050852 -1.10065243 -1.04566889 -1.89101109 -1.01574711 -0.74675678
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hidden Outputs: [ 0.31853587 0.24961767 0.26005766 0.13112923 0.26585664 0.32152839
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final inputs: [-0.34712359]
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oet: [ 0.978572]
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hidden inputs: [-2.20218105 -1.94441743 -1.75057512 -1.03307791 -1.44235842 -2.55415054
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hidden Outputs: [ 0.0995548 0.12516336 0.14797467 0.26248782 0.1911804 0.07214814
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final inputs: [ 0.27952175]
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oet: [ 0.23615249]
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hidden Outputs: [ 0.11934556 0.15990514 0.36913744 0.17759675 0.1769984 0.1484262
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final inputs: [ 0.00616528]
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oet: [-0.87978116]
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hidden Outputs: [ 0.17810199 0.26825991 0.28997606 0.26984587 0.30182414 0.28137421
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final inputs: [-0.05711464]
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oet: [-0.79444901]
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hidden inputs: [-1.83733394 -1.35332825 -1.71094234 -1.16803894 -1.34521601 -1.42327927
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hidden Outputs: [ 0.13736691 0.20532678 0.15304153 0.23720964 0.2066536 0.19414801
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final inputs: [ 0.30595001]
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oet: [ 1.65414491]
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hidden inputs: [-1.72732319 -1.48398853 -1.550518 -1.40552583 -1.54373691 -1.53128787
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hidden Outputs: [ 0.15093029 0.18482573 0.17501147 0.19694071 0.17599269 0.17780533
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final inputs: [-0.0063215]
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oet: [-0.94999022]
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...,
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hidden inputs: [ -1.92092795e+00 -1.41620591e+00 -1.27981359e+00 -1.67601597e+00
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hidden Outputs: [ 0.12775812 0.19525707 0.21758196 0.15762374 0.2898308 0.10761472
0.50050425 0.25363211 0.39573095 0.12140267 0.28052785 0.23617958
0.32389445 0.13913117 0.19682891 0.12414708 0.09833597 0.24964151
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final inputs: [ 0.4109173]
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oet: [-1.21837651]
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X: [ 1. 1. -1.23074336 -1.43694126 1.61845695 1. 0.
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...,
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hidden inputs: [-2.2410828 -1.68450928 -1.21937708 -1.37942077 -2.0678346 -2.30480081
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hidden Outputs: [ 0.09612142 0.15649929 0.22804609 0.20110204 0.11226266 0.09072614
0.18758366 0.18404067 0.23978138 0.16793121 0.15468293 0.12905559
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final inputs: [ 0.17197151]
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oet: [-0.37299455]
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...,
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hidden inputs: [-2.19899154 -1.95449719 -1.64231656 -0.91986498 -1.86283037 -2.48504787
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hidden Outputs: [ 0.09984109 0.12406381 0.16215009 0.28498541 0.13437349 0.07691305
0.22125652 0.22160194 0.12479644 0.07447066 0.43460984 0.06693889
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final inputs: [ 0.34448692]
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oet: [ 1.32892909]
Progress: 13.0% ... Training loss: 0.684 ... Validation loss: 1.193[-0.02425831]
X: [ 1. 0. 0.22337816 1.05100987 0.03189788 0. 1.
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...,
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hidden inputs: [-1.16451451 -0.98947532 -1.11431905 -1.52859722 -0.94851943 -1.51886984
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hidden Outputs: [ 0.23784794 0.27101572 0.24706656 0.17819902 0.27918267 0.179628
0.27935468 0.2412701 0.25817439 0.15403723 0.18477182 0.23939702
0.21088024 0.19625667 0.1631555 0.18339784 0.12236272 0.16287137
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final inputs: [-0.02425831]
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oet: [ 1.59292625]
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...,
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hidden inputs: [-0.86560687 -1.02687762 -1.30882405 -1.22943732 -1.41716328 -0.96037469
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hidden Outputs: [ 0.29616924 0.26368989 0.21268369 0.22627992 0.19510668 0.27680318
0.1480871 0.24791025 0.15981491 0.46282663 0.12205788 0.31169562
0.16981534 0.33576842 0.24834552 0.20344032 0.25830602 0.21267626
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final inputs: [-0.46516249]
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oet: [-0.11074837]
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...,
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hidden inputs: [-2.16556642 -1.5770935 -1.61769049 -1.25547153 -0.71680393 -1.44471411
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hidden Outputs: [ 0.10288553 0.17120751 0.16552363 0.22175443 0.32809717 0.1908164
0.24329847 0.18438839 0.26766298 0.11595279 0.2043899 0.32235265
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final inputs: [ 0.26155848]
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oet: [ 0.12180241]
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hidden inputs: [-1.58502737 -1.55765347 -1.28152278 -0.64537161 -1.43339011 -1.66327701
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hidden Outputs: [ 0.17008466 0.17398362 0.21729112 0.34403329 0.19257101 0.15932259
0.18186899 0.25699705 0.18661392 0.27471498 0.25281054 0.14062188
0.28697684 0.17799157 0.20113999 0.12112045 0.14954571 0.18702014
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final inputs: [ 0.07116545]
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oet: [-0.71874604]
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hidden inputs: [ 0.32244831 -0.76403924 -0.17545876 -0.06442613 -1.49133963 -0.39455735
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hidden Outputs: [ 0.57992081 0.31776995 0.4562475 0.48389904 0.18372074 0.40262069
0.54806726 0.51913977 0.31870559 0.2014619 0.34753707 0.3014936
0.32874342 0.3737737 0.21806112 0.41443079 0.37564038 0.34305025
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final inputs: [-0.1528862]
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oet: [-0.80893858]
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X: [ 0. 0. 0.63884145 0.7918483 -0.21168512 0. 0.
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hidden inputs: [-0.65350305 -0.80284903 -0.86213136 -0.4260255 -1.28660166 -0.54674178
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hidden Outputs: [ 0.34220057 0.30941641 0.29689424 0.3950758 0.21642857 0.36662067
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final inputs: [-0.20527472]
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oet: [-0.76206312]
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hidden inputs: [-1.31315951 -1.48566187 -1.31516584 -1.43239015 -2.2479976 -1.8208832
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oet: [-0.86718342]
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hidden Outputs: [ 0.37525157 0.32777539 0.38853325 0.36917808 0.28797335 0.46968689
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oet: [ 1.07528041]
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hidden inputs: [-1.88518265 -2.54547438 -2.0446991 -1.56839208 -1.19203324 -2.36743753
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oet: [-0.02549036]
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hidden inputs: [-2.03873667 -1.26552385 -1.33702608 -0.74559504 -1.12747209 -0.76780178
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final inputs: [ 0.1309187]
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oet: [-0.26578507]
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oet: [ 0.52440339]
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final inputs: [ 0.58207209]
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oet: [-0.62321651]
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hidden Outputs: [ 0.07673876 0.1208424 0.08634634 0.21344845 0.15626218 0.13096143
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final inputs: [ 0.35207999]
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oet: [ 0.46681233]
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hidden inputs: [-1.13994353 -0.73438023 -1.41734605 -0.75815148 -1.19477609 -0.67049781
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hidden Outputs: [ 0.24233073 0.32423425 0.19507798 0.31904773 0.23240582 0.33838538
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final inputs: [-0.01308706]
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oet: [-0.80539826]
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hidden inputs: [-0.05932105 -0.23824729 -0.69187652 -1.03685142 -0.54626137 0.07568819
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hidden Outputs: [ 0.48517409 0.44071832 0.33361576 0.26175797 0.36673223 0.51891302
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final inputs: [-0.48724283]
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oet: [ 0.05467143]
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oet: [ 0.03232233]
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final inputs: [ 0.15163985]
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oet: [ 1.93093364]
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hidden Outputs: [ 0.27205292 0.29220085 0.17649975 0.33685364 0.31658229 0.30155085
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oet: [-0.97648922]
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hidden Outputs: [ 0.18539468 0.24455289 0.29551771 0.19284049 0.13492652 0.19789926
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final inputs: [-0.33195581]
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oet: [-0.7015387]
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oet: [-0.78997579]
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hidden inputs: [-2.80295143 -2.06084888 -1.96128552 -1.52798916 -1.64051768 -2.1997293
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hidden Outputs: [ 0.05716489 0.11296074 0.12332799 0.17828809 0.16239463 0.0997748
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final inputs: [ 0.47676948]
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oet: [ 0.11608754]
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hidden inputs: [-0.69398503 -1.48072623 -1.49637982 -1.72690343 -1.0709372 -1.34325301
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hidden Outputs: [ 0.33314717 0.18531775 0.18296608 0.15098409 0.2552249 0.20697561
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oet: [ 0.92137064]
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hidden inputs: [-0.96590598 -1.28703727 -1.11467231 -1.53673931 -0.96916106 -0.99458453
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hidden Outputs: [ 0.27569728 0.21635471 0.24700085 0.17700978 0.27504775 0.2700075
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oet: [ 1.09546401]
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hidden inputs: [-0.49238191 -0.3382993 -0.93549008 -1.50922674 -0.1734376 -0.76662398
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hidden Outputs: [ 0.37933261 0.41622266 0.28181222 0.18105342 0.45674896 0.31720986
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final inputs: [-0.29367058]
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oet: [-0.01210053]
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hidden inputs: [-1.93450184 -2.49068632 -2.17651512 -1.92168202 -1.59913901 -2.83406948
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hidden Outputs: [ 0.12625313 0.07651369 0.10187935 0.12767412 0.16810198 0.05551065
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final inputs: [ 0.37217061]
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oet: [ 1.10277538]
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hidden inputs: [-0.96441701 -1.07911849 -0.59982017 -0.81722532 -0.6984731 -0.80352461
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hidden Outputs: [ 0.27599471 0.25367287 0.35438484 0.30635296 0.33215085 0.30927207
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final inputs: [-0.0171]
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oet: [-0.63599364]
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hidden inputs: [-2.53595007 -2.24613391 -1.1321495 -1.1533905 -2.09419771 -2.45852514
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hidden Outputs: [ 0.07337606 0.09568347 0.24376464 0.23987034 0.10966205 0.07881735
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final inputs: [ 0.40203159]
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oet: [-0.25573211]
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hidden inputs: [-2.55031952 -1.89965354 -1.9350697 -1.17035798 -1.4450957 -1.78029908
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hidden Outputs: [ 0.07240502 0.13014769 0.1261905 0.23679028 0.19075749 0.14426621
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final inputs: [ 0.29924035]
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oet: [ 0.93313117]
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oet: [ 1.32079929]
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oet: [-0.1536339]
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oet: [-0.26587044]
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hidden inputs: [-1.68455916 -1.80170506 -1.64816411 -1.16390829 -1.22130873 -1.81299437
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hidden Outputs: [ 0.1564927 0.14164364 0.16135723 0.23795785 0.22770622 0.14027662
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oet: [-0.62798967]
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oet: [ 0.86631125]
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final inputs: [ 0.21705355]
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oet: [ 0.81684795]
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final inputs: [ 0.19006583]
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oet: [ 2.05119496]
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hidden Outputs: [ 0.12137986 0.19484336 0.21359965 0.33623993 0.25670812 0.17566142
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oet: [-0.3162568]
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hidden Outputs: [ 0.03515166 0.04694597 0.08730377 0.24550577 0.19471704 0.05569453
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final inputs: [ 0.81646656]
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oet: [-0.00308729]
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hidden inputs: [-0.87753472 -1.33900915 -1.35412693 -0.94575713 -0.9092411 -0.75895124
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hidden Outputs: [ 0.29368891 0.20767305 0.20519649 0.2797389 0.28715516 0.31887401
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final inputs: [-0.14539126]
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oet: [-0.27064097]
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hidden inputs: [-0.18974019 -1.42787376 -1.89882302 -1.5234952 -1.37682185 -1.07281851
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hidden Outputs: [ 0.45270675 0.19343019 0.13024174 0.17894741 0.20151991 0.25486745
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oet: [-0.62903233]
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hidden inputs: [-1.88919827 -1.63511774 -0.88028749 -1.41229859 -1.78831316 -1.81929377
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hidden Outputs: [ 0.13133591 0.16313049 0.29311821 0.19587176 0.14327966 0.13951864
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final inputs: [ 0.04387785]
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oet: [-0.96159818]
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oet: [-0.02837423]
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hidden Outputs: [ 0.15571005 0.09865401 0.15095465 0.13635203 0.14352864 0.10950573
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final inputs: [ 0.12798143]
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oet: [-0.72043145]
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hidden inputs: [-2.40192302 -1.63418591 -1.69232173 -1.41506619 -1.86583866 -2.49052991
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hidden Outputs: [ 0.08302617 0.16325774 0.15547075 0.19543621 0.13402396 0.07652474
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final inputs: [ 0.16694049]
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oet: [ 0.37078598]
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hidden inputs: [-1.54944142 -1.44563811 -1.81975231 -1.25840058 -1.43051682 -1.55756465
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hidden Outputs: [ 0.17516696 0.19067377 0.1394636 0.22124935 0.19301817 0.17399638
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final inputs: [ 0.0400956]
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oet: [-0.26317087]
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hidden inputs: [-0.6924524 -0.36639946 -0.15928065 -0.89662392 -0.72876621 0.068468
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hidden Outputs: [ 0.33348775 0.40941133 0.46026381 0.28974478 0.32546553 0.51711032
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final inputs: [-0.51579347]
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oet: [-0.01049988]
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hidden inputs: [-2.74889427 -2.19408451 -1.48373214 -1.37213617 -2.1206152 -2.66962065
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hidden Outputs: [ 0.06014913 0.10028296 0.18486436 0.20227493 0.10710922 0.06478995
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final inputs: [ 0.40953732]
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oet: [-0.21913338]
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hidden inputs: [-1.35801516 -1.88800776 -0.98099116 -1.67793304 -1.58597155 -1.72995028
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hidden Outputs: [ 0.20456308 0.13147179 0.27269516 0.15736936 0.16995143 0.15059394
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final inputs: [ 0.03141013]
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oet: [-0.15525039]
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hidden inputs: [-0.28095846 -1.30974771 -0.38889978 -0.51753803 -0.73704699 -0.47052537
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hidden Outputs: [ 0.43021881 0.21252906 0.40398219 0.3734281 0.32365022 0.3844919
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oet: [ 0.19629049]
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hidden inputs: [-1.72400925 -2.35550203 -2.22505274 -1.64732532 -1.91029906 -2.20700668
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hidden Outputs: [ 0.15135547 0.08662943 0.0975232 0.16147077 0.12894726 0.09912305
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oet: [-0.93167442]
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hidden inputs: [-1.29830636 -1.05510206 -0.73071797 -1.5685753 -0.83982525 -0.71659435
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hidden Outputs: [ 0.21445019 0.25824657 0.32503719 0.17241959 0.30157159 0.32814337
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final inputs: [-0.24752601]
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oet: [-0.44415903]
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hidden inputs: [-2.90124933 -2.68490176 -2.33839786 -1.50385093 -1.27413712 -2.88888187
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final inputs: [ 0.55657573]
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oet: [ 1.09478806]
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hidden Outputs: [ 0.31803834 0.20905405 0.20953635 0.2273228 0.20274134 0.28162535
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final inputs: [-0.37865373]
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oet: [-0.60522327]
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hidden Outputs: [ 0.09518877 0.10695015 0.24288173 0.24086981 0.16184366 0.09235009
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final inputs: [ 0.33439446]
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oet: [-1.29070618]
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hidden Outputs: [ 0.28237568 0.37446731 0.31038349 0.26797731 0.14449772 0.33709899
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final inputs: [-0.54160998]
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oet: [-0.34854507]
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hidden Outputs: [ 0.12703265 0.29029514 0.46747967 0.3531335 0.26295703 0.32133766
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final inputs: [-0.15639766]
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oet: [-0.87158379]
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hidden inputs: [-2.57655366 -1.62192824 -1.31491028 -1.83280078 -1.42503091 -2.71125313
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hidden Outputs: [ 0.07066272 0.16493911 0.21166634 0.13790496 0.19387411 0.06231259
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final inputs: [ 0.22976799]
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oet: [-0.33155603]
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oet: [ 0.64066947]
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hidden inputs: [-1.02736428 -1.17562104 -1.80949894 -1.31335982 -1.10363777 -1.5192744
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oet: [ 0.96574083]
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oet: [ 2.96811937]
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hidden inputs: [-3.32256153 -2.63583114 -2.56891967 -1.47333133 -1.24725347 -3.11274038
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oet: [-0.41804214]
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final inputs: [ 0.24228918]
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oet: [ 0.05837587]
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final inputs: [ 0.430369]
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oet: [ 0.16248802]
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final inputs: [ 0.51005092]
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oet: [-0.92608315]
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hidden Outputs: [ 0.08968651 0.07892266 0.15242119 0.20220328 0.17329203 0.08718498
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oet: [-1.20674334]
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hidden Outputs: [ 0.38945546 0.40125626 0.40361974 0.17774682 0.37638728 0.38083569
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final inputs: [-0.5879589]
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oet: [-0.1698828]
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hidden Outputs: [ 0.27463758 0.26941403 0.15267259 0.2051098 0.16460543 0.27986847
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final inputs: [-0.47092546]
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oet: [-0.49641238]
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hidden inputs: [-0.47818496 -0.70307388 -1.42242111 -1.95872203 -0.99800706 -1.11546187
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hidden Outputs: [ 0.38268081 0.33113106 0.19428231 0.12360542 0.26933344 0.24685403
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oet: [-0.36874322]
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hidden inputs: [-2.66515321 -1.92227792 -1.47022747 -1.21829481 -1.05840316 -1.98526171
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hidden Outputs: [ 0.06506117 0.12760776 0.18690804 0.22823667 0.25761473 0.12075905
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oet: [ 2.01137174]
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hidden inputs: [-0.33975902 -0.60785047 -0.78621805 -0.27377378 -0.88938791 -0.0511488
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oet: [-0.53349837]
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hidden inputs: [-1.84164212 -1.96649629 -1.94519291 -0.95722349 -1.11549901 -1.77453594
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final inputs: [ 0.28718869]
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oet: [-1.28760486]
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hidden inputs: [-1.37196687 -1.34815391 -0.32529991 -1.30866772 -1.13060213 -1.28382758
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final inputs: [ 0.01427468]
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oet: [-0.44684608]
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hidden inputs: [-1.15859119 -1.8000663 -1.80680624 -1.1613168 -1.45963326 -1.19161096
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hidden Outputs: [ 0.23892337 0.14184299 0.14102456 0.2384281 0.18852342 0.23297094
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final inputs: [ 0.07525751]
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oet: [ 0.42387756]
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hidden inputs: [-0.91747763 -0.45847017 -1.67746742 -1.30096657 -1.95700467 -0.53556873
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hidden Outputs: [ 0.28547212 0.3873488 0.15743111 0.21400239 0.12379158 0.36921901
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final inputs: [-0.75075602]
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oet: [ 0.19689738]
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hidden inputs: [-2.18641455 -2.37061727 -2.43528421 -1.64166786 -2.01490544 -2.3130032
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hidden Outputs: [ 0.10097712 0.08544089 0.08052137 0.16223824 0.11764681 0.09005175
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final inputs: [ 0.08429484]
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oet: [-0.40660512]
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hidden inputs: [-0.96944255 -1.45165065 -1.70907063 -1.85406557 -0.74043943 -1.83737142
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hidden Outputs: [ 0.27499163 0.18974766 0.1532843 0.13539626 0.32290806 0.13736247
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final inputs: [ 0.02361768]
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oet: [-0.23015378]
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oet: [-0.81612743]
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hidden inputs: [ -7.41411245e-01 -6.66791140e-01 -1.75687824e-01 -7.63157614e-01
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oet: [-0.32878857]
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oet: [ 0.19308936]
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hidden Outputs: [ 0.09581541 0.12606367 0.13256796 0.1975955 0.11403016 0.1453465
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oet: [ 0.18651893]
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oet: [ 2.45618217]
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hidden inputs: [-1.61690821 -2.3919349 -2.11841549 -2.38691968 -1.41428996 -2.81896029
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final inputs: [ 0.2362106]
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oet: [ 1.04026538]
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hidden Outputs: [ 0.2484381 0.20761882 0.17132082 0.22668515 0.25718363 0.26765968
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final inputs: [-0.09066384]
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oet: [-0.15997671]
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final inputs: [-0.05505544]
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oet: [-0.2727679]
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hidden Outputs: [ 0.25257547 0.34085566 0.24028737 0.25434157 0.16135779 0.35354884
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oet: [-0.52001192]
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hidden Outputs: [ 0.20332579 0.26482917 0.31506727 0.26535815 0.36127061 0.39382984
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final inputs: [ 0.15890963]
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oet: [-0.16146266]
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hidden inputs: [-1.74085278 -1.33236527 -1.90341832 -1.98536757 -1.95509804 -2.12997735
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hidden Outputs: [ 0.14920465 0.20876839 0.12972208 0.12074781 0.12399853 0.10621714
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final inputs: [-0.09695048]
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oet: [-0.92551791]
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hidden inputs: [-1.73864251 -1.71763616 -1.59750788 -1.29637861 -0.92039079 -1.62829869
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hidden Outputs: [ 0.14948544 0.15217589 0.16833021 0.21477512 0.28487827 0.16406356
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final inputs: [ 0.48712968]
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oet: [ 0.45304988]
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hidden inputs: [-2.41993432 -2.22214591 -1.52071613 -1.1837569 -1.43310252 -1.88454155
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hidden Outputs: [ 0.08166518 0.09777933 0.17935609 0.23437737 0.19261574 0.13186809
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final inputs: [ 0.45489726]
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oet: [ 0.10488143]
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hidden inputs: [-0.29106713 -0.51207894 -0.73392889 -1.14381834 -0.84528289 -0.11605299
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hidden Outputs: [ 0.42774264 0.3747063 0.32433315 0.24162 0.30042331 0.47101927
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final inputs: [-0.39545258]
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oet: [ 0.17789036]
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hidden inputs: [-1.24218255 -1.22605956 -2.01606223 -1.79335671 -2.38510381 -1.67180351
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hidden Outputs: [ 0.22405631 0.22687184 0.11752678 0.14266167 0.08431568 0.15818387
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final inputs: [-0.37792385]
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oet: [-0.6500576]
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hidden inputs: [-0.54670965 -0.67662592 -0.4547921 -0.50532368 -0.2828377 -0.29320307
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hidden Outputs: [ 0.36662813 0.33701478 0.38822201 0.3762904 0.42975821 0.42721988
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final inputs: [-0.24569378]
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oet: [-0.42393903]
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hidden inputs: [-0.06407153 0.10705335 -0.89166262 -0.93835366 -1.09029943 0.32847703
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hidden Outputs: [ 0.48398759 0.52673781 0.29076684 0.28123302 0.2515619 0.58138877
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final inputs: [-0.90967141]
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oet: [-0.04112726]
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hidden inputs: [-1.37964359 -0.58514976 -0.59234781 -1.20688933 -1.36625562 -1.07278324
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hidden Outputs: [ 0.20106625 0.3577485 0.35609634 0.23025191 0.20322548 0.25487415
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final inputs: [-0.19234455]
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oet: [-0.78050634]
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hidden inputs: [ 0.01093874 -0.4980852 -1.44857091 -1.32570544 -1.18178948 -0.99020722
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hidden Outputs: [ 0.50273466 0.37799076 0.1902216 0.20987062 0.2347306 0.27087115
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final inputs: [-0.65275723]
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oet: [-0.36971116]
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hidden inputs: [-2.34905799 -2.50965951 -2.26742606 -1.32339581 -1.6858526 -2.64152032
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final inputs: [ 0.33386172]
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oet: [ 0.09360362]
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hidden inputs: [-3.01034601 -2.60699702 -2.30774394 -1.88127832 -1.34610445 -3.25444731
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hidden Outputs: [ 0.04696066 0.06868946 0.09048364 0.13224211 0.20650798 0.03716741
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final inputs: [ 0.64939176]
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oet: [ 2.95359387]
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hidden inputs: [-0.25164503 -0.00273 -0.87515204 -1.39506922 -1.32905825 -0.34303009
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hidden Outputs: [ 0.43741864 0.4993175 0.2941834 0.19859972 0.20931518 0.41507362
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final inputs: [-0.93141592]
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oet: [ 0.22319172]
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final inputs: [-0.39613416]
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oet: [ 0.65269477]
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hidden inputs: [-1.43878763 -1.84473011 -1.21411437 -0.74105947 -1.04999981 -0.93988073
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final inputs: [ 0.22269782]
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oet: [-1.09631371]
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hidden inputs: [-2.19206767 -2.12125404 -1.37467479 -1.15644773 -1.56258041 -2.31517746
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hidden Outputs: [ 0.10046508 0.10704814 0.20186561 0.23931335 0.17327669 0.08987375
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final inputs: [ 0.43159218]
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oet: [ 0.10062122]
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hidden inputs: [-1.45925628 -1.75857542 -2.04592872 -1.95397715 -2.46219698 -1.61777454
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hidden Outputs: [ 0.1885811 0.14696885 0.11446441 0.12412034 0.07855117 0.16551202
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final inputs: [-0.27190507]
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oet: [ 0.34653483]
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hidden inputs: [-2.0897089 -1.8405598 -1.3773362 -2.15303231 -0.73594401 -1.92969494
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hidden Outputs: [ 0.11010109 0.1369851 0.20143716 0.10404821 0.32389171 0.12678435
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final inputs: [ 0.41578325]
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oet: [ 0.63465743]
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hidden inputs: [-0.51917213 -0.75530737 -0.76160793 -1.91971249 -1.2799485 -0.68808291
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hidden Outputs: [ 0.37304584 0.31966595 0.31829727 0.12789363 0.21755899 0.33445967
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final inputs: [-0.61316666]
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oet: [-0.34314506]
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hidden Outputs: [ 0.4955417 0.45735374 0.3184621 0.26358394 0.38883189 0.41757834
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oet: [ 0.24615292]
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hidden inputs: [-2.69385872 -2.60832833 -2.56414516 -1.11176158 -2.05973543 -2.16548856
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hidden Outputs: [ 0.06333671 0.06860434 0.07148193 0.24754262 0.11307236 0.10289272
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final inputs: [ 0.40295683]
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oet: [ 1.23738084]
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hidden inputs: [-1.48840772 -1.48870149 -1.71973224 -1.72924384 -1.93397525 -1.81758952
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hidden Outputs: [ 0.18416084 0.18411671 0.15190566 0.15068433 0.12631123 0.13972336
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final inputs: [-0.28399142]
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oet: [-0.72193781]
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hidden inputs: [-1.7911429 -2.05789636 -1.33344287 -1.31223213 -2.12011921 -1.85892388
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hidden Outputs: [ 0.14293266 0.11325693 0.20859044 0.21211357 0.10715666 0.13482853
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final inputs: [ 0.0377647]
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oet: [-0.37110109]
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hidden inputs: [-1.66564963 -1.07083811 -0.99696909 -1.61057727 -0.65847967 -1.20889395
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hidden Outputs: [ 0.15900506 0.25524373 0.26953775 0.16650848 0.34108122 0.22989681
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final inputs: [-0.0364949]
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oet: [ 1.22476198]
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hidden inputs: [-1.48861176 -1.44914778 -0.90326036 -0.33343361 -0.85817575 -1.23960296
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hidden Outputs: [ 0.18413019 0.19013276 0.28838095 0.41740541 0.29772062 0.2245051
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final inputs: [ 0.37236902]
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oet: [ 0.64499332]
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hidden inputs: [-0.87860692 -1.78197617 -1.71156941 -1.54240988 -1.10257713 -1.85107727
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hidden Outputs: [ 0.29346654 0.14405929 0.15296027 0.17618522 0.24925733 0.13574646
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final inputs: [ 0.06542275]
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oet: [-0.40427219]
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hidden inputs: [-2.26256335 -1.4792634 -1.53117668 -1.02925309 -1.61819614 -1.79100143
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hidden Outputs: [ 0.09427127 0.1855387 0.17782159 0.26322893 0.16545379 0.14294999
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final inputs: [ 0.39391741]
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oet: [ 1.09205469]
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hidden inputs: [-2.88319453 -2.72276655 -2.22046967 -1.6629427 -1.61354701 -3.01442133
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hidden Outputs: [ 0.0529906 0.06164325 0.09792731 0.15936737 0.16609674 0.0467786
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final inputs: [ 0.61021961]
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oet: [-0.06146704]
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hidden inputs: [-1.23999252 -2.00297985 -1.53410417 -1.95013732 -1.21976828 -1.66956209
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hidden Outputs: [ 0.22443729 0.11889041 0.17739399 0.12453839 0.22797723 0.15848257
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final inputs: [ 0.05795339]
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oet: [ 0.3639989]
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hidden inputs: [-1.36952346 -1.3008893 -1.44338941 -2.08174011 -1.93383024 -2.06128555
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hidden Outputs: [ 0.20269685 0.21401539 0.19102103 0.1108843 0.12632724 0.112917
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final inputs: [-0.24770657]
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oet: [-0.76373572]
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hidden inputs: [-2.97473513 -2.94372749 -1.63930952 -1.04421963 -1.53744105 -2.78802088
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hidden Outputs: [ 0.0485804 0.05003381 0.16255904 0.26033663 0.17690758 0.05797495
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final inputs: [ 0.86839568]
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oet: [-0.20938198]
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hidden inputs: [-0.94857559 -0.56640672 -0.17116226 -1.30561399 -0.00631303 -0.33565687
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hidden Outputs: [ 0.27917137 0.36206637 0.4573136 0.21322171 0.49842175 0.41686486
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final inputs: [-0.29601218]
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oet: [ 0.27140693]
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hidden inputs: [-2.89606529 -2.81896045 -1.82792847 -1.41712195 -1.65574039 -2.61949921
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hidden Outputs: [ 0.05234841 0.05630815 0.13848524 0.19511317 0.16033463 0.06789398
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final inputs: [ 0.69067632]
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oet: [ 0.27706851]
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hidden inputs: [-2.27445392 -2.09377727 -1.80445457 -1.0624799 -1.40330782 -2.1444916
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hidden Outputs: [ 0.09326089 0.10970311 0.14130968 0.25683583 0.19729173 0.10484709
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final inputs: [ 0.1645954]
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oet: [ 0.46133996]
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hidden inputs: [-0.68285149 -0.90383641 -0.51773013 -1.03408111 -0.91587139 -0.34093727
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hidden Outputs: [ 0.33562518 0.28826275 0.37338316 0.26229366 0.28579987 0.41558182
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final inputs: [-0.39826321]
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oet: [-0.26034349]
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hidden inputs: [-0.74999023 -0.30547035 -1.08194291 -1.68451724 -1.66709355 -0.5319959
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hidden Outputs: [ 0.32082343 0.42422076 0.25313851 0.15649824 0.15881207 0.3700515
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final inputs: [-0.71433901]
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oet: [ 0.09983676]
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hidden inputs: [-2.16472897 -1.21509695 -0.97705406 -1.16977055 -0.79359726 -1.27672817
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hidden Outputs: [ 0.10296286 0.22880045 0.27347671 0.23689646 0.31139679 0.21810768
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final inputs: [ 0.03633388]
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oet: [-0.32556582]
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hidden inputs: [-1.36724665 -1.85685696 -1.72819974 -1.15613223 -1.25890263 -1.90819935
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hidden Outputs: [ 0.20306506 0.13506982 0.150818 0.23937079 0.22116286 0.12918328
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final inputs: [ 0.40527337]
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oet: [ 1.51071711]
Progress: 13.5% ... Training loss: 0.678 ... Validation loss: 1.168[-0.07183386]
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oet: [-0.92858232]
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hidden inputs: [-2.42099334 -1.90078393 -1.64574872 -1.34597695 -1.80333953 -2.54704738
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oet: [ 1.39252636]
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hidden inputs: [-1.6776371 -0.95660868 -1.74908617 -1.26057297 -1.50795502 -0.99327515
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final inputs: [-0.31903136]
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oet: [ 0.0187733]
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hidden inputs: [-1.39657988 -0.9072401 -0.71399353 -0.63786078 -0.41857269 -0.44322448
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final inputs: [-0.11712243]
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hidden Outputs: [ 0.11721405 0.07834955 0.09453146 0.12048348 0.16047851 0.07698594
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final inputs: [ 0.12792439]
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oet: [ 1.87627499]
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hidden inputs: [-0.31709421 -1.17822281 -1.85011268 -1.59232494 -1.61135952 -1.31557194
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hidden Outputs: [ 0.42138407 0.23537189 0.13585967 0.16905705 0.16639995 0.21155595
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final inputs: [-0.42012454]
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hidden Outputs: [ 0.07406737 0.11983574 0.17055022 0.24499917 0.10877602 0.08364658
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final inputs: [ 0.49643677]
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oet: [ 2.19689461]
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hidden inputs: [-2.46030381 -2.40972487 -2.22810278 -1.47695382 -1.41491584 -2.47825732
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hidden Outputs: [ 0.07868831 0.08243413 0.09725508 0.18588797 0.19545986 0.07739655
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final inputs: [ 0.57487799]
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oet: [ 1.16469469]
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hidden inputs: [-2.09869686 -1.79205765 -1.86060508 -1.27450015 -1.66138025 -2.10518507
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hidden Outputs: [ 0.10922354 0.14282063 0.13463254 0.21848787 0.1595768 0.10859388
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final inputs: [ 0.20649859]
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oet: [-0.18699939]
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oet: [-0.70797382]
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hidden inputs: [-1.67986145 -1.54711271 -1.27587484 -1.18816801 -0.8722586 -2.07033901
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hidden Outputs: [ 0.15711382 0.17550367 0.21825324 0.23358675 0.29478455 0.11201331
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oet: [ 1.48009724]
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hidden inputs: [-1.27931295 -1.68496368 -1.44946747 -1.48327789 -0.97951447 -1.4019969
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final inputs: [ 0.08247044]
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oet: [-1.00019077]
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hidden inputs: [-1.90089338 -2.71474203 -2.23707189 -1.42155416 -1.55534634 -2.72863368
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final inputs: [ 0.48368196]
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oet: [ 0.51162816]
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hidden inputs: [-1.16822061 -1.21438616 -0.95201557 -0.70800487 -0.59560069 -0.9853364
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hidden Outputs: [ 0.23717677 0.22892589 0.27847965 0.33003984 0.35535083 0.27183421
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final inputs: [ 0.43318787]
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oet: [ 1.12445396]
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hidden inputs: [-1.35454211 -0.30425875 -0.64745731 -1.58438654 -1.03799805 -0.72386655
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hidden Outputs: [ 0.20512878 0.42451673 0.34356276 0.17017514 0.26153646 0.32654211
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final inputs: [-0.3296532]
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oet: [ 0.31607406]
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hidden inputs: [-0.06424815 -0.33813723 -0.93401807 -0.45784476 -0.47392054 0.00359207
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hidden Outputs: [ 0.48394349 0.41626204 0.28211025 0.38749723 0.38368873 0.50089802
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final inputs: [-0.67385023]
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oet: [-0.35413122]
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hidden inputs: [-1.53592763 -0.77861021 -1.12126176 -1.00892218 -0.59765456 -1.33079332
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hidden Outputs: [ 0.17712806 0.31461949 0.24577731 0.26719084 0.35488048 0.20902817
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final inputs: [ 0.1172642]
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oet: [ 0.72919341]
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hidden inputs: [-0.86042687 -1.01889782 -1.4141007 -1.21389031 -1.13147925 -1.13775318
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hidden Outputs: [ 0.29725017 0.26524215 0.19558807 0.22901343 0.24388821 0.24273312
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final inputs: [-0.32434869]
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oet: [-0.47208441]
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hidden inputs: [-2.34850618 -1.95569569 -1.5502447 -1.23542583 -1.21320681 -1.94254011
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hidden Outputs: [ 0.08718458 0.12393363 0.17505093 0.22523319 0.22913414 0.12536906
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final inputs: [ 0.43302838]
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hidden inputs: [-1.65849028 -1.51766379 -1.77448866 -1.97678698 -1.05957228 -1.84041026
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oet: [ 1.3926292]
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hidden inputs: [-0.68563328 -0.99058703 -1.00104517 -1.23043663 -1.64794424 -1.32938067
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hidden Outputs: [ 0.33500518 0.27079614 0.26873598 0.22610501 0.16138698 0.20926183
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final inputs: [-0.4395676]
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oet: [-0.59943997]
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hidden inputs: [-2.53143289 -2.22883967 -1.94387196 -1.38440061 -0.96299872 -2.75970142
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final inputs: [ 0.41072264]
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oet: [ 0.13251688]
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hidden inputs: [-1.45995849 -1.9952685 -1.7591768 -1.06061384 -1.85688748 -1.29210898
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hidden Outputs: [ 0.18847367 0.11970059 0.14689347 0.25719217 0.13506625 0.21549606
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final inputs: [ 0.105368]
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oet: [-0.8135922]
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hidden inputs: [-2.16071928 -1.82960407 -1.89293868 -1.53600419 -1.6347276 -2.09350278
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hidden Outputs: [ 0.10333379 0.13828545 0.13090977 0.1771169 0.16318376 0.10972992
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final inputs: [ 0.22441914]
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oet: [-0.7617386]
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hidden inputs: [ 0.10066015 -0.21244772 -0.53854181 -0.51657672 -0.72871817 0.3433606
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hidden Outputs: [ 0.52514381 0.44708694 0.36852686 0.37365306 0.32547608 0.58500662
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final inputs: [-0.88993065]
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oet: [-0.02227663]
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hidden inputs: [-0.56874355 -0.63801063 -1.14026946 -1.0962347 -0.88338037 -0.86641043
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hidden Outputs: [ 0.36152679 0.34569638 0.24227089 0.25044606 0.29247777 0.29600176
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final inputs: [-0.44762481]
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oet: [-0.47009552]
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hidden inputs: [-2.56152216 -2.41139276 -1.83089698 -0.61391793 -1.55171809 -2.71349817
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hidden Outputs: [ 0.07165622 0.08230806 0.13813145 0.35116598 0.17483826 0.06218154
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final inputs: [ 0.6593393]
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oet: [-0.66740538]
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hidden inputs: [-2.01291641 -1.89452718 -1.56794047 -1.38080815 -1.91277526 -2.09886981
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hidden Outputs: [ 0.11785344 0.13072914 0.17251019 0.20087924 0.12866939 0.10920672
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final inputs: [ 0.24801572]
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oet: [ 0.9347383]
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oet: [-0.31562647]
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hidden inputs: [-2.13815501 -1.44658335 -1.18131411 -0.84069727 -1.66816555 -1.89939934
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hidden inputs: [-1.87427374 -2.51254766 -2.05099659 -1.59452413 -1.2659919 -2.61419659
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final inputs: [ 0.35559594]
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hidden Outputs: [ 0.24403163 0.0911774 0.09600925 0.15874339 0.15899524 0.08690789
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final inputs: [ 0.48315167]
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hidden Outputs: [ 0.22328073 0.15116736 0.1099812 0.16292022 0.15973467 0.19209763
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final inputs: [-0.05889178]
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oet: [-0.17595825]
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hidden inputs: [-1.05373437 -0.31126038 -0.14360194 -1.40668208 -0.77276576 -0.30068568
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hidden Outputs: [ 0.25850864 0.42280712 0.46416108 0.19675791 0.31588112 0.42538987
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oet: [-0.24057338]
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hidden inputs: [-1.18262087 -1.0509149 -1.3289579 -1.64517223 -2.21214301 -1.17044202
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hidden Outputs: [ 0.23458128 0.25904945 0.20933179 0.1617625 0.09866533 0.2367751
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final inputs: [-0.52671189]
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oet: [-0.23112981]
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hidden inputs: [-1.04142111 -0.79000467 -1.478865 -1.95202843 -1.70013718 -1.21200685
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hidden Outputs: [ 0.26087588 0.31216767 0.18559892 0.12433235 0.15444735 0.22934616
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final inputs: [-0.40279292]
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oet: [-0.63070159]
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hidden inputs: [-1.97858835 -2.79813141 -1.88369591 -1.21215886 -1.63850809 -2.19937422
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hidden Outputs: [ 0.1214694 0.05742523 0.13196493 0.22931929 0.16266817 0.0998067
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final inputs: [ 0.64650333]
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oet: [ 1.90900165]
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hidden inputs: [-0.77649556 -1.81945194 -1.67286011 -1.48108392 -1.49496726 -2.09537319
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hidden Outputs: [ 0.31507567 0.13949965 0.15804322 0.18526376 0.18317734 0.10954734
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final inputs: [ 0.0007174]
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oet: [-1.0231858]
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hidden inputs: [-1.56005599 -1.91567902 -1.07721486 -0.6043641 -1.47195305 -1.43553283
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hidden Outputs: [ 0.17363861 0.12834419 0.25403344 0.35334589 0.18664594 0.19223807
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final inputs: [ 0.21406427]
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oet: [-1.23101961]
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hidden inputs: [-0.76020399 -0.22524354 -0.46972702 -0.78976802 -0.67434449 -0.36346137
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hidden Outputs: [ 0.31860198 0.44392599 0.38468086 0.31221848 0.33752472 0.41012192
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final inputs: [-0.47189373]
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oet: [ 0.42523626]
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hidden inputs: [-1.3680002 -2.06348612 -1.67049604 -1.19457107 -1.00197464 -1.93437194
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hidden Outputs: [ 0.20294314 0.11269676 0.15835805 0.2324424 0.26855336 0.12626746
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final inputs: [ 0.41159154]
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oet: [ 0.43486606]
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hidden inputs: [-2.67972711 -1.92642033 -2.06055061 -1.4817232 -1.59608128 -2.38628315
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hidden Outputs: [ 0.06418026 0.12714733 0.11299063 0.18516728 0.16853002 0.08422467
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final inputs: [ 0.39616148]
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oet: [-0.87087844]
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hidden inputs: [-1.25786729 -2.22002303 -2.55131723 -2.18046416 -1.81605064 -2.5649514
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hidden inputs: [-0.66918339 -0.44070625 -0.36253112 -0.64200692 -0.19548163 -0.58228746
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hidden Outputs: [ 0.33867972 0.3915727 0.41034699 0.34479301 0.45128462 0.35840642
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final inputs: [-0.14736282]
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oet: [ 1.19780349]
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final inputs: [-0.16135309]
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hidden Outputs: [ 0.30433506 0.23745548 0.1457632 0.19406351 0.2544626 0.16210169
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final inputs: [ 0.12717378]
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hidden inputs: [-2.42103257 -2.43194031 -2.3547273 -0.836535 -1.79230784 -1.76201702
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hidden Outputs: [ 0.08158285 0.08076929 0.08669075 0.30226505 0.14279001 0.1465379
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final inputs: [ 0.40878593]
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oet: [ 1.25911702]
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hidden inputs: [-1.56999561 -1.95437151 -1.64995466 -1.0474585 -1.05159478 -1.50832215
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hidden Outputs: [ 0.17221702 0.12407747 0.16111508 0.25971344 0.25891898 0.18118758
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oet: [-0.41711731]
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oet: [ 2.73402342]
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hidden inputs: [-2.41018876 -2.08708585 -2.12886011 -1.13216985 -1.46672769 -1.70420966
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hidden Outputs: [ 0.08239904 0.11035836 0.10632325 0.24376088 0.1874405 0.15391626
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final inputs: [ 0.24094632]
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oet: [-0.34273436]
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hidden inputs: [-2.64667099 -2.87275949 -1.91451799 -0.80575654 -1.75678932 -2.85076321
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final inputs: [ 0.76331111]
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oet: [ 0.83843517]
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hidden Outputs: [ 0.07344598 0.11679021 0.28963459 0.17120597 0.11526213 0.10303092
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final inputs: [ 0.27145592]
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hidden inputs: [-1.57741946 -1.09869075 -0.10134806 -0.52393657 -1.40369848 -1.03039368
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hidden Outputs: [ 0.17116126 0.24998529 0.47468465 0.37193219 0.19722987 0.26300779
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hidden inputs: [-1.21413699 -1.00297487 -1.14077044 -1.22930701 -1.28510717 -1.78798425
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hidden Outputs: [ 0.22896988 0.26835693 0.24217894 0.22630274 0.21668212 0.14332004
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final inputs: [ 0.02589018]
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oet: [-0.91053218]
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hidden inputs: [ 0.16361267 0.37365183 -0.19145294 -0.5216404 -0.70490822 0.4377925
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hidden Outputs: [ 0.54081217 0.59234109 0.45228243 0.37246873 0.33072491 0.6077329
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final inputs: [-0.91125332]
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oet: [-0.02851923]
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hidden inputs: [-1.08944276 -0.87823985 -0.86777974 -0.96356523 -0.63466894 -0.67302118
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hidden Outputs: [ 0.25172322 0.29354266 0.2957165 0.27616494 0.34645263 0.33782068
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final inputs: [ 0.17233024]
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oet: [-0.34027495]
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hidden Outputs: [ 0.2930295 0.21913551 0.14168534 0.16434667 0.21262419 0.14926901
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oet: [-0.98222181]
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hidden inputs: [ 0.31310402 0.03576578 -0.38483729 -1.31793821 -1.31520651 -0.10109522
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oet: [-0.05348606]
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hidden inputs: [-2.00119014 -2.06226921 -1.19930752 -1.08582378 -1.13190417 -1.79640017
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hidden Outputs: [ 0.11907802 0.1128185 0.23159843 0.2524055 0.24380986 0.14228983
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final inputs: [ 0.57779532]
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oet: [-0.62996585]
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hidden inputs: [-0.91499469 -2.0512595 -1.75897069 -0.99136277 -1.62153735 -1.68319406
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hidden Outputs: [ 0.28597886 0.11392518 0.1469193 0.27064299 0.16499296 0.15667299
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final inputs: [-0.02758221]
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oet: [-0.98386008]
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hidden Outputs: [ 0.15726576 0.1098712 0.14339037 0.2650907 0.25811197 0.1666953
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final inputs: [ 0.10835561]
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oet: [ 0.19230944]
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hidden inputs: [-2.27725041 -2.78389011 -2.01450219 -1.47043012 -1.7019991 -2.69769664
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hidden Outputs: [ 0.09302468 0.05820096 0.11768867 0.18687725 0.15420435 0.06310941
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final inputs: [ 0.53239927]
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oet: [-0.14352532]
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hidden inputs: [-1.95539358 -2.47998774 -2.49207703 -1.78449591 -1.39176786 -2.90961016
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hidden Outputs: [ 0.12396643 0.07727308 0.07641548 0.14374887 0.19912568 0.05168054
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final inputs: [ 0.18118051]
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oet: [ 0.70938154]
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hidden inputs: [-0.0368929 -0.7946508 -0.53395929 -1.0462283 -0.79801957 -0.25683226
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hidden Outputs: [ 0.49077782 0.31117092 0.36959392 0.25995003 0.31044931 0.43614257
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final inputs: [-0.67719238]
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oet: [-0.0089796]
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hidden inputs: [-1.69381538 -1.77721448 -1.66114225 -0.574181 -1.35846543 -1.22760169
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hidden Outputs: [ 0.15527474 0.14464743 0.15960872 0.36027264 0.20448982 0.22660146
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final inputs: [ 0.47362833]
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oet: [ 0.45552512]
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hidden inputs: [-1.30811288 -1.0664846 -1.04551786 -1.10108703 -1.25838455 -1.20939598
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hidden Outputs: [ 0.2128028 0.25607219 0.26008672 0.24953627 0.22125211 0.22980794
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final inputs: [-0.18240837]
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hidden Outputs: [ 0.16591837 0.1035321 0.14748474 0.30132254 0.13534656 0.16287149
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oet: [-1.11763702]
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hidden Outputs: [ 0.13935266 0.15753886 0.22792628 0.24095348 0.10244554 0.11612309
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final inputs: [ 0.05460644]
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oet: [-1.09361401]
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hidden inputs: [-0.23633501 -1.0835549 -0.73573345 -1.35488966 -0.88143557 -0.59454303
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hidden Outputs: [ 0.44118973 0.25283387 0.32393782 0.20507212 0.29288038 0.35559315
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oet: [-0.26375684]
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hidden inputs: [-2.50800572 -1.66907176 -1.1880364 -0.35485065 -1.11317853 -1.86469029
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hidden Outputs: [ 0.07529885 0.15854798 0.23361031 0.41220665 0.24727879 0.1341573
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final inputs: [ 0.63134947]
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oet: [-0.51261526]
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hidden inputs: [-1.66093105 -1.11377215 -1.03628236 -1.30655026 -0.75080665 -1.52236526
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hidden Outputs: [ 0.15963705 0.24716831 0.26186795 0.21306468 0.32064556 0.17911349
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final inputs: [ 0.13582729]
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oet: [-0.24312838]
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hidden inputs: [-1.2608705 -1.07664268 -1.66665717 -1.4648709 -1.12783209 -0.97854354
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hidden Outputs: [ 0.22082408 0.25414188 0.15887037 0.18772346 0.2445614 0.27318087
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final inputs: [-0.19724593]
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oet: [-0.63226551]
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hidden inputs: [-1.55228112 -1.39933632 -1.6292308 -2.13839236 -1.75235316 -1.80788703
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hidden Outputs: [ 0.17475705 0.19792145 0.16393576 0.10542091 0.14775064 0.14089369
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final inputs: [-0.15881536]
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oet: [-0.85813998]
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hidden inputs: [-1.44281043 -0.6985956 -0.94388608 -1.39909352 -1.78365598 -1.12284338
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hidden Outputs: [ 0.19111051 0.33212367 0.28011604 0.19796 0.14385228 0.24548425
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final inputs: [-0.38149452]
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oet: [-0.48660831]
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hidden inputs: [-0.78202923 -1.89619724 -1.69038068 -1.17259369 -1.62460797 -1.73904928
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hidden Outputs: [ 0.31388271 0.13053948 0.15572578 0.23638648 0.16457035 0.14943373
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final inputs: [-0.0795918]
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oet: [-0.90428521]
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hidden inputs: [-0.0801184 -0.68976979 -1.3097118 -1.8894046 -1.0360827 -1.24654629
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hidden inputs: [-1.5832688 -0.55481271 -0.74477275 -1.21218567 -1.47397505 -1.16626137
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hidden Outputs: [ 0.13852673 0.10378722 0.18026722 0.28801407 0.1879483 0.11111916
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final inputs: [ 0.49293533]
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hidden Outputs: [ 0.21719868 0.14374768 0.12026181 0.0902831 0.15317599 0.07484294
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final inputs: [-0.00694656]
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hidden Outputs: [ 0.257566 0.26646812 0.16659724 0.18534962 0.16062597 0.21394264
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oet: [-0.71518205]
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hidden inputs: [-2.17505463 -2.25795164 -1.49777728 -0.93964894 -1.98830146 -2.38903821
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hidden Outputs: [ 0.10201306 0.09466578 0.18275727 0.28097126 0.12043668 0.08401242
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final inputs: [ 0.37734665]
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oet: [ 1.48902632]
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hidden inputs: [-1.41011953 -1.47918394 -2.06565652 -2.05796165 -2.4440012 -1.58818943
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hidden Outputs: [ 0.1962152 0.18555071 0.11247991 0.11325037 0.07987834 0.16963878
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final inputs: [-0.31785014]
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oet: [-0.03753847]
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hidden inputs: [-2.97963098 -2.85767565 -1.9907934 -1.61394035 -1.18396031 -2.99755116
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hidden Outputs: [ 0.04835461 0.05428591 0.12017295 0.16604227 0.23434087 0.04753663
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final inputs: [ 0.87601119]
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oet: [-0.40444139]
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hidden inputs: [-0.79219485 -0.70523407 0.10283876 -1.24103174 -0.20511903 -0.21715036
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hidden Outputs: [ 0.31169759 0.33065279 0.52568706 0.22425645 0.44889928 0.44592473
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final inputs: [-0.27810257]
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oet: [-0.27575606]
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hidden inputs: [-1.35219235 -1.80482539 -1.51153816 -1.94364528 -0.95846431 -1.88054953
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hidden Outputs: [ 0.20551218 0.14126469 0.18071095 0.12524793 0.27718577 0.13232577
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final inputs: [ 0.23156142]
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oet: [ 0.00846002]
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hidden inputs: [-2.0781028 -2.9999705 -1.84612252 -0.95130727 -1.62881848 -2.61769154
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hidden Outputs: [ 0.1112434 0.04742721 0.1363288 0.278622 0.16399228 0.06800847
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final inputs: [ 0.70322156]
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oet: [ 0.65595026]
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hidden inputs: [ 0.04089154 -1.17420552 -0.86046867 -1.65657471 -1.6699699 -0.79035272
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hidden Outputs: [ 0.51022146 0.23609566 0.29724144 0.16022234 0.15842819 0.31209294
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final inputs: [-0.60327773]
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oet: [-0.41919067]
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hidden inputs: [-2.29331957 -1.57470784 -1.79562746 -1.34454163 -2.19758973 -1.91270666
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hidden Outputs: [ 0.09167774 0.17154629 0.14238417 0.20676418 0.09996714 0.12867708
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final inputs: [ 0.14520622]
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oet: [ 0.88318224]
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hidden inputs: [-1.57970123 -2.46696101 -1.76360133 -1.84613316 -1.84171213 -2.22813863
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hidden Outputs: [ 0.1708378 0.07820704 0.14633987 0.13632755 0.13684893 0.09725194
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final inputs: [ 0.08769229]
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oet: [-1.02195179]
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hidden inputs: [-1.06124321 -0.74290258 -1.32311946 -1.11071844 -1.15209093 -1.01043376
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final inputs: [-0.32036574]
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oet: [ 0.25165604]
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hidden inputs: [-1.60969442 -1.50865414 -1.85867756 -1.8808275 -2.39172626 -1.57833265
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hidden Outputs: [ 0.16663104 0.18113834 0.13485727 0.13229385 0.08380579 0.17103175
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final inputs: [-0.2572704]
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oet: [-0.15876183]
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hidden inputs: [-1.34111037 -1.41860919 -1.83936103 -0.90911743 -1.09210606 -1.20610988
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hidden Outputs: [ 0.20732752 0.19487971 0.13712688 0.28718047 0.2512219 0.23039009
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final inputs: [ 0.02371809]
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oet: [ 0.29899919]
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hidden inputs: [-1.54720326 -1.31121828 -1.70336593 -1.69017567 -1.7985713 -1.71786462
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hidden Outputs: [ 0.17549057 0.21228305 0.15402617 0.15575274 0.14202507 0.15214642
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final inputs: [-0.3182203]
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oet: [-0.56642169]
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hidden inputs: [-1.65773277 -2.26678546 -2.32892724 -1.21504216 -1.87901223 -2.10430607
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hidden Outputs: [ 0.16006658 0.09391139 0.08875539 0.22881012 0.13250237 0.108679
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final inputs: [ 0.25962174]
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oet: [ 1.10506313]
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hidden inputs: [-0.84371876 -1.33402052 -1.38300919 -1.52675764 -1.07360821 -1.28758207
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hidden Outputs: [ 0.30075215 0.2084951 0.20052615 0.17846858 0.25471751 0.21626235
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final inputs: [-0.00116127]
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oet: [-0.60782792]
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hidden inputs: [-2.7391454 -1.92012086 -1.28284645 -1.21475292 -1.64234016 -2.17928246
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hidden Outputs: [ 0.06070261 0.12784809 0.21706608 0.22886116 0.16214689 0.10162642
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final inputs: [ 0.43447815]
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oet: [ 1.88396541]
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hidden inputs: [-1.28431189 -1.69468964 -1.76337262 -1.70067372 -0.97024298 -1.94612403
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hidden Outputs: [ 0.21681714 0.1551601 0.14636845 0.15437729 0.27483207 0.12497661
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final inputs: [ 0.25065761]
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oet: [-0.79900319]
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hidden inputs: [-2.65514092 -2.43458871 -1.9524888 -0.9822622 -1.44611261 -2.47177347
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hidden Outputs: [ 0.06567286 0.08057288 0.12428223 0.27244314 0.19060056 0.07786081
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final inputs: [ 0.69528754]
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oet: [ 0.66388428]
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hidden inputs: [-1.24735189 -1.17981109 -1.07036258 -1.20721313 -0.43213068 -0.72339611
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hidden Outputs: [ 0.22315888 0.23508616 0.25533414 0.23019453 0.39361766 0.32664557
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oet: [-0.16514918]
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final inputs: [ 0.11958532]
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oet: [ 0.10941001]
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hidden inputs: [-2.09393308 -2.15205677 -1.62068974 -1.31147118 -1.60312153 -2.27810997
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hidden Outputs: [ 0.10968789 0.10413918 0.16510977 0.21224077 0.16754579 0.09295218
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final inputs: [ 0.32342029]
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oet: [-1.35691479]
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final inputs: [ 0.13199398]
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final inputs: [-0.35346844]
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hidden Outputs: [ 0.28123274 0.23344426 0.1732453 0.20588734 0.30775255 0.25977575
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final inputs: [ 0.09839876]
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oet: [ 1.06230304]
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hidden inputs: [-0.37135169 -0.68559326 -0.79444565 -0.72879033 -1.0431498 -0.90633874
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hidden Outputs: [ 0.40821445 0.33501409 0.3112149 0.32546024 0.2605427 0.28774963
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final inputs: [-0.38759424]
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oet: [-0.61282194]
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hidden inputs: [-1.64135313 -1.74960207 -1.24107461 -1.30980142 -1.20778734 -1.6247875
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hidden Outputs: [ 0.16228103 0.1480974 0.22424899 0.21252008 0.23009279 0.16454567
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final inputs: [ 0.27033632]
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oet: [-0.89586468]
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hidden inputs: [-1.70401655 -1.79851884 -1.97415101 -1.11489158 -1.32428172 -1.8433002
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hidden Outputs: [ 0.15394141 0.14203146 0.12194373 0.24696007 0.21010681 0.13666145
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final inputs: [ 0.36118199]
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oet: [-0.90952756]
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hidden inputs: [-0.71961348 -0.69844507 -0.27306517 -1.33894016 -0.99512831 -0.33621619
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hidden Outputs: [ 0.3274781 0.33215707 0.43215476 0.2076844 0.26990033 0.4167289
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final inputs: [-0.48704845]
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oet: [-0.11642769]
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hidden inputs: [-1.90212545 -1.58478433 -1.63813034 -1.9796551 -1.52335292 -2.13606445
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hidden Outputs: [ 0.1298681 0.17011897 0.16271963 0.12135561 0.17896832 0.10564065
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final inputs: [ 0.00246046]
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oet: [-0.99185052]
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hidden inputs: [-3.18333745 -2.97018699 -2.2842963 -1.36016312 -1.39236286 -2.86060773
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hidden Outputs: [ 0.0397976 0.04879104 0.09243191 0.20421379 0.19903081 0.05413557
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final inputs: [ 0.89074635]
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oet: [ 0.36919045]
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hidden inputs: [-1.02631364 -0.84424089 -0.70358454 -0.73703821 -0.20750161 -0.80800989
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hidden Outputs: [ 0.26379941 0.30064236 0.33101797 0.32365215 0.44830993 0.30831474
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final inputs: [-0.12913321]
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oet: [-0.19317707]
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hidden inputs: [-1.46986991 -0.75997521 -1.20588672 -1.14002025 -1.77560245 -0.96697857
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hidden Outputs: [ 0.18696239 0.31865165 0.23042966 0.24231664 0.14484699 0.27548315
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final inputs: [-0.28411303]
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oet: [-0.2697456]
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hidden inputs: [-1.87163467 -1.97853984 -1.36810227 -0.77504457 -1.53563856 -1.6781328
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hidden Outputs: [ 0.13335269 0.12147458 0.20292663 0.31538888 0.1771702 0.15734288
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final inputs: [ 0.36980148]
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oet: [ 1.01693561]
Progress: 14.0% ... Training loss: 0.671 ... Validation loss: 1.178[ 0.10515144]
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hidden inputs: [-1.30024282 -1.9343802 -1.34827998 -0.71508599 -1.54396181 -1.23147614
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hidden Outputs: [ 0.21412415 0.12626655 0.20615172 0.328476 0.17596008 0.22592317
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final inputs: [ 0.10515144]
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oet: [-1.06697622]
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hidden inputs: [-2.91115472 -1.88879674 -1.42614785 -0.32567805 -0.97295192 -2.20280632
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hidden Outputs: [ 0.05160489 0.13138173 0.1936996 0.41929259 0.27429251 0.09949876
0.36439293 0.23604621 0.47045015 0.06926288 0.50295343 0.1369151
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final inputs: [ 0.93507867]
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oet: [-1.40624146]
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hidden inputs: [-1.82240688 -2.03769463 -1.55108993 -0.49658937 -1.47890479 -1.49275408
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hidden Outputs: [ 0.13914532 0.11530169 0.1749289 0.37834251 0.1855929 0.18350872
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final inputs: [ 0.50376982]
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hidden inputs: [-2.16129544 -1.63028013 -2.11357672 -1.46849167 -2.06351736 -1.8961509
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final inputs: [-0.02257967]
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hidden inputs: [-1.81791006 -2.29252295 -1.38380909 -0.79209018 -1.67977666 -2.04160396
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final inputs: [ 0.40716331]
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hidden inputs: [-1.6790993 -1.88708564 -1.65712913 -1.34787068 -1.8480398 -2.07576976
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hidden Outputs: [ 0.15721477 0.13157712 0.16014775 0.20621871 0.13610321 0.11147427
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final inputs: [ 0.06867909]
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hidden inputs: [-0.79835435 -1.07059045 -0.63258385 -0.6749114 -1.08139715 -0.33411228
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hidden Outputs: [ 0.31037765 0.25529081 0.34692489 0.33739797 0.25324171 0.41724038
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final inputs: [-0.24969267]
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oet: [-0.76726267]
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hidden inputs: [-0.42468285 -1.12394584 -1.22821016 -1.47927507 -1.31714548 -1.186649
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hidden Outputs: [ 0.39539673 0.2452801 0.22649484 0.18553694 0.2112936 0.23385879
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final inputs: [-0.31188496]
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oet: [-0.19786923]
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hidden Outputs: [ 0.20395606 0.15710292 0.20958526 0.24350796 0.15621754 0.18193761
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final inputs: [ 0.03002465]
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hidden Outputs: [ 0.16063939 0.15924016 0.1666464 0.21009618 0.29623008 0.14574227
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final inputs: [ 0.31758846]
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oet: [ 0.52265297]
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hidden inputs: [-1.26665857 -0.91458038 -1.63282403 -1.5181366 -1.13484908 -1.33707816
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hidden Outputs: [ 0.21982979 0.28606346 0.16344387 0.17973608 0.24326733 0.20799097
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final inputs: [-0.33579443]
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oet: [ 0.61992031]
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hidden inputs: [-1.91194123 -1.00829121 -1.22216197 -0.99943351 -1.61894819 -1.04699656
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hidden Outputs: [ 0.12876292 0.2673144 0.22755621 0.26905281 0.16534998 0.25980226
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final inputs: [-0.09903492]
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oet: [-0.38866704]
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hidden inputs: [-1.27826139 -1.30596838 -0.60777113 -0.80366825 -0.95506339 -0.83376524
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hidden Outputs: [ 0.21784632 0.21316226 0.3525678 0.30924139 0.27786767 0.30284952
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final inputs: [ 0.09742007]
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hidden inputs: [-0.79560229 -1.21161356 -1.25418688 -1.10569299 -1.22811227 -0.82612114
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final inputs: [-0.42944988]
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oet: [-0.46621822]
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hidden inputs: [-1.37889422 -1.25098867 -1.44791095 -2.12935616 -1.5757341 -2.07077179
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hidden Outputs: [ 0.20118665 0.22252904 0.19032328 0.10627613 0.17140049 0.11197027
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final inputs: [-0.24734123]
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oet: [-0.79166634]
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hidden inputs: [ 0.20485346 -0.30294204 -0.63478751 -1.34986075 -1.20520126 -0.28280234
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hidden Outputs: [ 0.55103502 0.42483843 0.34642578 0.20589314 0.23055123 0.42976688
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final inputs: [-0.85672199]
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hidden Outputs: [ 0.39846128 0.20456765 0.19510997 0.16791781 0.35964253 0.14195502
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final inputs: [ 0.01613608]
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oet: [-0.0572805]
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hidden inputs: [-2.68241026 -1.65128719 -1.87974249 -1.57065471 -1.65315948 -2.35483383
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hidden Outputs: [ 0.0640193 0.16093506 0.13241845 0.17212308 0.16068239 0.08668232
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final inputs: [ 0.3455958]
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oet: [ 0.56150542]
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hidden inputs: [-1.80405894 -1.72488727 -1.78181774 -0.95346048 -0.96681086 -1.46080363
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hidden Outputs: [ 0.14135769 0.15124272 0.14407883 0.27818942 0.27551662 0.18834444
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oet: [-0.27922039]
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oet: [-0.50794716]
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hidden inputs: [-0.93875351 -1.85869971 -1.63028801 -0.69751099 -0.99016081 -1.47599504
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final inputs: [ 0.25281058]
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oet: [-0.18920694]
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hidden inputs: [-3.26326634 -2.51011932 -1.98855059 -0.77813127 -1.59736643 -2.64320017
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hidden Outputs: [ 0.0368531 0.07515182 0.12041029 0.31472278 0.16835001 0.06640935
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oet: [-0.72685376]
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hidden inputs: [-2.11215476 -2.50730603 -2.27261697 -1.48388058 -1.52524911 -2.73607086
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final inputs: [ 0.33706787]
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hidden Outputs: [ 0.08899997 0.13206859 0.23313932 0.14983383 0.26091343 0.13959139
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final inputs: [ 0.49773663]
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hidden Outputs: [ 0.27444649 0.32090188 0.28288718 0.1630114 0.20687456 0.24603023
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oet: [ 0.87532965]
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hidden inputs: [-1.90884515 -1.93931463 -1.77976056 -0.84543607 -0.76210166 -1.42947596
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hidden Outputs: [ 0.12911065 0.12572317 0.1443327 0.30039112 0.31819015 0.19318035
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final inputs: [ 0.41636544]
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oet: [ 1.38936391]
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hidden inputs: [-1.09915012 -0.99854662 -1.61057711 -1.09168537 -1.15657575 -0.99393744
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hidden Outputs: [ 0.24989917 0.26922727 0.1665085 0.25130105 0.23929005 0.27013506
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final inputs: [-0.1080885]
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oet: [ 0.31892521]
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hidden inputs: [-1.44420247 -1.9258978 -1.2721552 -1.34179342 -1.69752127 -1.64193987
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hidden inputs: [-0.24557328 -0.64684679 -1.07905505 -0.92360278 -0.57804649 -0.69499642
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oet: [-0.39389596]
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final inputs: [ 0.60369997]
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oet: [ 0.18762707]
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hidden inputs: [-2.0776364 -1.26829532 -1.152344 -1.47623745 -0.62933849 -1.78254455
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hidden Outputs: [ 0.11128952 0.21954921 0.2400612 0.1859964 0.34766055 0.14398922
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final inputs: [ 0.43083176]
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oet: [ 0.30536472]
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hidden inputs: [-1.39493452 -1.10226457 -1.31477597 -1.60265471 -1.18625366 -1.14881155
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hidden Outputs: [ 0.19862116 0.24931582 0.21168875 0.16761091 0.23392963 0.24070623
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final inputs: [ 0.04139724]
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oet: [-0.72756921]
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hidden inputs: [-0.91622821 -1.08162031 -1.61377383 -1.36380318 -0.65947176 -0.77971606
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hidden Outputs: [ 0.28572704 0.25319951 0.16606533 0.20362288 0.34085828 0.31438108
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oet: [ 0.4051384]
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hidden inputs: [-1.17877038 -2.01979844 -1.27058466 -1.19532042 -1.42153724 -1.6283091
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hidden Outputs: [ 0.23527336 0.11713983 0.21915718 0.23230873 0.19442071 0.16406213
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final inputs: [ 0.12801948]
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hidden Outputs: [ 0.1289556 0.16811771 0.22956503 0.19782954 0.08464957 0.13694311
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hidden inputs: [-2.00659776 -0.77156177 -1.55820354 -1.70285354 -2.21418719 -1.57747743
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oet: [-0.50777567]
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hidden Outputs: [ 0.12203104 0.11014182 0.16821558 0.25996393 0.26618472 0.219061
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final inputs: [ 0.50758545]
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oet: [-0.39987736]
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hidden inputs: [-0.05483264 0.83232499 -0.14504228 -0.94927392 -1.25760145 0.39944924
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final inputs: [ 0.96111592]
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hidden Outputs: [ 0.10399445 0.10403119 0.14448905 0.19250356 0.15925201 0.05815698
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final inputs: [ 0.26407174]
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hidden Outputs: [ 0.11110687 0.10634511 0.16065395 0.42151558 0.21135669 0.16735188
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final inputs: [ 0.79445678]
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hidden inputs: [-2.01024179 -0.74446381 -1.33562916 -1.62609921 -2.15666194 -1.31318467
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hidden Outputs: [ 0.11813179 0.3220288 0.20822976 0.16436543 0.10371033 0.21195442
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final inputs: [-0.38481411]
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oet: [-0.45800964]
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oet: [ 0.89153382]
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hidden inputs: [-2.67429833 -2.39799786 -1.993017 -1.1737574 -1.98998574 -2.47619804
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hidden Outputs: [ 0.0645071 0.0833255 0.11993804 0.23617649 0.12025837 0.07754372
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final inputs: [ 0.46920504]
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oet: [-0.01417442]
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hidden inputs: [-0.53857456 -0.57412377 -1.13192551 -0.83852816 -0.5489528 -0.37324706
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hidden Outputs: [ 0.36851924 0.36028583 0.24380593 0.30184486 0.3661074 0.40775665
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final inputs: [-0.2390213]
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oet: [ 1.00278306]
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hidden inputs: [-1.47055041 -0.92671897 -1.13944322 -1.2323666 -0.79869244 -0.84139638
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final inputs: [ 0.42028733]
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oet: [-0.44489258]
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hidden Outputs: [ 0.12159685 0.18695172 0.2680806 0.32050415 0.21909408 0.25410945
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final inputs: [ 0.12731883]
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oet: [-0.47168134]
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hidden inputs: [-0.4856393 -0.64631402 -0.88137667 -1.7606611 -1.39656732 -0.88934682
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hidden Outputs: [ 0.38092137 0.34382064 0.29289258 0.14670756 0.19836139 0.29124464
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final inputs: [-0.63096832]
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oet: [ 0.92612032]
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hidden inputs: [-2.96611795 -2.63633294 -2.22884781 -1.47664217 -1.83869039 -2.80577372
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hidden Outputs: [ 0.04898024 0.06683638 0.09718969 0.18593513 0.13720625 0.05701297
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final inputs: [ 0.65520761]
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oet: [-0.20017698]
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hidden inputs: [-0.33612141 -0.53864208 -1.61716839 -1.48920169 -0.63384938 -0.80466088
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hidden Outputs: [ 0.41675194 0.36850353 0.16559575 0.18404158 0.34663822 0.30902939
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final inputs: [-0.67669015]
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oet: [-0.95381606]
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final inputs: [ 0.33353313]
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hidden inputs: [-1.66360287 -2.51218665 -2.42938494 -1.7872594 -1.27850842 -2.77413193
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final inputs: [ 0.1997101]
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oet: [ 0.65777361]
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hidden Outputs: [ 0.47482712 0.41778849 0.36876726 0.11345384 0.31108759 0.3009332
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final inputs: [-0.69173311]
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hidden Outputs: [ 0.2823402 0.15753153 0.17552876 0.16570129 0.15658134 0.1891753
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final inputs: [-0.06682584]
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hidden inputs: [-1.63183049 -1.61134897 -1.11170575 -0.46161144 -0.64885907 -1.43010391
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hidden Outputs: [ 0.16357976 0.16640141 0.24755302 0.38660362 0.34324669 0.19308249
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final inputs: [ 0.31787134]
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hidden Outputs: [ 0.37303861 0.36536165 0.27222496 0.15466155 0.23593175 0.25140299
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oet: [ 0.26817792]
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hidden inputs: [-1.66539842 -1.48603997 -1.87058333 -1.68027927 -1.43612702 -1.43752799
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oet: [ 2.5123384]
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hidden inputs: [-2.32571768 -2.64643608 -1.98489493 -1.93889 -1.67017158 -2.54232788
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final inputs: [ 0.42728406]
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oet: [-0.56766349]
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hidden inputs: [-2.00544696 -1.90261406 -0.76500729 -1.44110226 -1.49430622 -1.8293697
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final inputs: [ 0.07617631]
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oet: [-1.08210554]
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hidden inputs: [-3.07857639 -2.52677676 -1.87740094 -0.57415118 -1.06964488 -2.7128148
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final inputs: [ 1.1761501]
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oet: [-0.45649279]
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hidden inputs: [-1.58635196 -2.15396329 -1.98287932 -1.31092786 -1.40756562 -2.11285652
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hidden Outputs: [ 0.16989777 0.10396145 0.12101223 0.21233162 0.19661831 0.1078535
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final inputs: [ 0.37221461]
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oet: [ 0.87669608]
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hidden inputs: [-0.55931528 -0.33747136 -0.53114934 -0.11208195 -0.96621438 -0.06261519
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hidden Outputs: [ 0.36370591 0.41642384 0.37024886 0.47200881 0.2756357 0.48435131
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final inputs: [-0.23954485]
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oet: [ 0.0274957]
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hidden inputs: [-1.93708946 -0.70388049 -1.3428164 -1.51561016 -1.33050046 -1.75279391
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hidden Outputs: [ 0.12596796 0.33095243 0.20704728 0.18010886 0.2090766 0.14769515
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final inputs: [-0.33857802]
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oet: [-0.42477674]
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hidden inputs: [-0.87381617 -1.07837478 -1.61389365 -1.35070115 -1.57772016 -1.38153034
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hidden Outputs: [ 0.29446086 0.2538137 0.16604873 0.20575577 0.1711186 0.20076333
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final inputs: [-0.33089635]
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oet: [-0.0079531]
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hidden inputs: [-1.02186632 -0.04877212 -0.38182661 -1.55347718 -0.72239597 -0.4724947
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hidden Outputs: [ 0.26466402 0.48780939 0.40568642 0.17458462 0.32686559 0.38402595
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final inputs: [-0.6389821]
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oet: [ 0.10166264]
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oet: [-0.76734555]
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...,
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hidden inputs: [-1.88855328 -0.52137006 -0.88313169 -0.89428836 -0.9202082 -0.7422924
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hidden Outputs: [ 0.13140951 0.37253192 0.29252924 0.29022565 0.28491547 0.32250306
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oet: [-0.5342245]
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hidden inputs: [ 0.10232102 -0.50353624 -0.55202375 -0.78399273 -0.66705962 -0.03100299
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hidden Outputs: [ 0.52555796 0.37671 0.36539501 0.31346 0.33915555 0.49224987
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final inputs: [-0.5119991]
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oet: [-0.49393013]
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hidden inputs: [-1.57077515 -1.65294425 -1.84767532 -2.01501284 -0.86756055 -1.72058092
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hidden Outputs: [ 0.17210592 0.16071142 0.13614607 0.11763566 0.29576215 0.15179635
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final inputs: [ 0.28419149]
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oet: [-1.27909461]
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hidden inputs: [-0.14212505 -0.10292494 -0.64252905 -0.99592166 -0.8404408 0.1515436
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hidden Outputs: [ 0.46452843 0.47429146 0.34467507 0.26974403 0.30144196 0.53781356
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final inputs: [-0.92808805]
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oet: [ 0.24742912]
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hidden inputs: [-0.53829425 -1.24415882 -1.22840256 -1.6620255 -1.20972543 -1.25036307
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hidden Outputs: [ 0.36858447 0.22371291 0.22646114 0.15949029 0.22974964 0.2226373
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final inputs: [-0.17898852]
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oet: [-0.45205289]
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hidden inputs: [-0.57945848 -0.69247989 0.02768702 -0.41553047 -1.16888496 -0.49527583
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hidden Outputs: [ 0.35905721 0.33348164 0.50692131 0.39758676 0.23705659 0.37865151
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final inputs: [-0.26970083]
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oet: [-0.74174145]
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hidden inputs: [-1.26602297 -1.45917003 -1.11346376 -1.0101168 -1.18117687 -2.21157545
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hidden Outputs: [ 0.21993881 0.1885943 0.2472257 0.26695699 0.23484066 0.09871582
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final inputs: [ 0.36131769]
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oet: [-0.27566182]
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hidden inputs: [-2.92900348 -2.34781292 -1.86177622 -1.75670225 -1.49297383 -2.48429699
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hidden Outputs: [ 0.0507383 0.08723977 0.13449615 0.14720384 0.18347579 0.07696638
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final inputs: [ 0.58947241]
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oet: [ 3.20095712]
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hidden Outputs: [ 0.04858451 0.05550105 0.08384141 0.21298797 0.16881449 0.06372477
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oet: [-0.06185997]
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oet: [-0.25143978]
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hidden inputs: [-1.77393078 -1.15792492 -1.51047896 -2.22493052 -1.7189643 -2.0984755
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hidden Outputs: [ 0.14505418 0.23904454 0.18086782 0.09753395 0.15200462 0.10924508
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oet: [-0.30759141]
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hidden inputs: [-1.85850625 -1.70185384 -1.6208139 -1.67673685 -0.85480878 -2.36215627
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final inputs: [ 0.56604923]
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oet: [-0.4252628]
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hidden inputs: [-2.51051354 -1.40967244 -1.38266847 -1.59552306 -2.01717813 -2.09718305
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hidden Outputs: [ 0.07815578 0.10270875 0.11650906 0.18003624 0.18366404 0.10856696
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final inputs: [ 0.41967273]
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oet: [ 0.37716737]
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hidden inputs: [-1.71227943 -2.43421264 -2.1032926 -1.59811431 -1.58968746 -2.22656231
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hidden Outputs: [ 0.1528683 0.08060074 0.10877721 0.16824533 0.16942787 0.09739041
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final inputs: [ 0.16460431]
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oet: [ 0.94647999]
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hidden inputs: [-0.17644536 -1.58130266 -1.2456835 -0.98525675 -1.72473899 -1.48154298
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hidden Outputs: [ 0.45600275 0.17061107 0.22344824 0.27184998 0.15126176 0.18519448
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final inputs: [-0.33769636]
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oet: [-0.67374593]
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hidden inputs: [-0.15600746 -0.77385713 -0.89322622 -1.4223542 -0.60650454 -0.22731399
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oet: [-0.21091049]
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hidden inputs: [-0.83713792 -0.32927923 -1.21766529 -1.55113104 -1.37535653 -0.73037277
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oet: [ 1.45160986]
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hidden inputs: [-1.91408404 -1.36584534 -1.32510015 -1.38530577 -2.07665383 -2.02503363
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oet: [-1.03501312]
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hidden inputs: [-2.07363192 -1.68928472 -1.23121007 -1.27137221 -2.08610908 -1.97295314
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final inputs: [ 0.04658396]
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oet: [-1.02494791]
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hidden inputs: [-2.39218045 -1.65081161 -1.35061156 -1.35799195 -2.40527196 -2.00297855
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oet: [-0.98926561]
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hidden inputs: [-1.4658055 -1.11229362 -1.68766768 -1.68802598 -2.02422015 -1.62223625
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hidden Outputs: [ 0.18758099 0.24744353 0.15608281 0.15603562 0.11668332 0.16489669
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final inputs: [-0.30885688]
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oet: [-0.73015069]
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hidden Outputs: [ 0.4491625 0.30275305 0.31227068 0.25298465 0.32588419 0.42241565
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final inputs: [-0.26909079]
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oet: [-0.23515034]
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hidden inputs: [-3.10028022 -2.83982824 -2.06873967 -0.8383939 -1.55188188 -2.8631474
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hidden Outputs: [ 0.0430957 0.0552095 0.11217249 0.30187316 0.17481463 0.05400568
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final inputs: [ 1.10739652]
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oet: [-0.26645197]
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hidden inputs: [-1.07835654 -0.09929636 -0.03612783 -0.38226587 -0.86694184 -0.17071302
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hidden Outputs: [ 0.25381715 0.47519629 0.49096903 0.40558051 0.29589104 0.45742509
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final inputs: [-0.55538518]
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oet: [-0.37336127]
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hidden inputs: [-3.07335284 -2.4067834 -1.90410161 -0.84745468 -1.34147038 -2.14286534
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hidden Outputs: [ 0.0442199 0.08265689 0.12964496 0.29996707 0.20726836 0.10499981
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final inputs: [ 0.69803243]
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oet: [-0.1437668]
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...,
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hidden inputs: [-1.45609492 -1.57805488 -1.58255237 -1.10927341 -1.88084096 -1.93553287
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hidden Outputs: [ 0.18906532 0.17107113 0.17043431 0.24800637 0.13229231 0.12613944
0.18094414 0.18131247 0.13201375 0.11705682 0.32415799 0.10319074
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final inputs: [ 0.10134589]
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oet: [-0.88675288]
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...,
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hidden inputs: [-2.17427082 -1.9790653 -2.11462916 -0.88526412 -1.24412321 -1.93941855
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hidden Outputs: [ 0.10208489 0.12141851 0.10768305 0.29208811 0.2237191 0.12571175
0.40538388 0.18815761 0.26276116 0.12285623 0.48776963 0.15123408
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final inputs: [ 0.59071744]
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oet: [ 0.6030627]
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X: [ 0. 0. 1.05430474 0.37718977 -0.82146002 0. 0.
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...,
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hidden inputs: [-1.49334907 -1.77642731 -1.75759622 -1.58453742 -1.23599485 -1.96216397
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hidden Outputs: [ 0.18341958 0.14474485 0.14709165 0.17015383 0.22513391 0.12323305
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final inputs: [ 0.20998301]
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oet: [-0.49921495]
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...,
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hidden inputs: [-2.05363103 -1.07387301 -1.18276102 -1.36809915 -1.31558909 -1.46124167
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hidden Outputs: [ 0.113686 0.25466724 0.23455612 0.20292713 0.21155309 0.18827749
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final inputs: [ 0.08229075]
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oet: [ 0.05298262]
Progress: 14.5% ... Training loss: 0.681 ... Validation loss: 1.262[ 0.01634635]
X: [ 0. 0. 0.74270727 0.7918483 0.88607317 0. 0.
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hidden inputs: [-1.27166299 -1.95016871 -1.27244539 -1.17628011 -1.34561305 -1.3591376
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hidden Outputs: [ 0.21897271 0.12453496 0.21883893 0.2357217 0.20658851 0.2043805
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final inputs: [ 0.01634635]
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oet: [ 0.63715429]
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...,
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hidden inputs: [-2.4767047 -2.42623081 -2.6487822 -1.77319833 -1.64557553 -2.95025361
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hidden Outputs: [ 0.07750749 0.08119421 0.06606411 0.14514504 0.16170783 0.04972453
0.20838789 0.13102717 0.11941814 0.08043295 0.25370923 0.06944437
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final inputs: [ 0.2494197]
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oet: [ 0.80653403]
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X: [ 1. 0. 2.61229209 -2.26625831 -0.21168512 0. 0.
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hidden inputs: [-3.0756053 -2.70845231 -2.43879219 -0.82617002 -1.25185994 -3.26267714
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hidden Outputs: [ 0.0441248 0.06247644 0.08026203 0.30445551 0.22237834 0.03687401
0.50257282 0.14625218 0.35228772 0.03424472 0.61759439 0.06119724
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final inputs: [ 1.04605191]
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oet: [-0.46973405]
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hidden inputs: [-1.65011207 -2.14567953 -2.526144 -1.78930394 -1.50993226 -2.23521768
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hidden Outputs: [ 0.1610938 0.10473565 0.07404559 0.14315808 0.18094883 0.09663221
0.17966613 0.08083807 0.13348959 0.14622069 0.14871254 0.11671134
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final inputs: [-0.0382123]
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oet: [-0.78027302]
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X: [ 0. 0. 1.57363386 -0.71128885 -0.21168512 0. 0.
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hidden inputs: [-2.25175928 -2.1093811 -1.60739457 -0.73374097 -1.4694806 -2.34957507
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hidden Outputs: [ 0.09519782 0.10818837 0.16695066 0.32437433 0.18702157 0.08709955
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final inputs: [ 0.47538459]
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oet: [-0.65435541]
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oet: [-0.12067648]
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hidden inputs: [-1.76964196 -1.27487494 -0.19080941 -1.30703689 -0.74565526 -1.13486269
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oet: [-0.14345041]
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hidden inputs: [-1.607981 -1.5128079 -1.53629747 -1.201737 -1.66775626 -1.94596176
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hidden Outputs: [ 0.16686911 0.18052303 0.17707416 0.23116636 0.15872356 0.12499436
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final inputs: [-0.0516042]
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oet: [ 0.26957341]
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hidden inputs: [-0.27758111 -1.07784938 -0.59174744 -0.1293654 -1.26096324 -0.8948652
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hidden Outputs: [ 0.4310469 0.25391322 0.35623401 0.46770368 0.22080812 0.29010684
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final inputs: [-0.04388007]
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oet: [ 1.87166165]
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oet: [ 0.24311498]
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hidden inputs: [-2.58221714 -2.45584473 -1.95314724 -1.23187308 -1.87189899 -2.43511678
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hidden Outputs: [ 0.0702917 0.07901218 0.12421059 0.22585376 0.13332215 0.08053377
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final inputs: [ 0.25460066]
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oet: [-0.8194854]
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hidden Outputs: [ 0.12414158 0.0708621 0.12511522 0.23361656 0.2218772 0.06388729
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final inputs: [ 0.44461753]
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oet: [-0.12741331]
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hidden inputs: [-1.59218551 -0.83532689 -1.08116842 -1.24705619 -1.24437959 -1.35598966
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hidden Outputs: [ 0.16907663 0.30251991 0.25328497 0.22321014 0.22367457 0.20489286
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final inputs: [-0.49515664]
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oet: [-0.41153758]
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hidden inputs: [-2.08649345 -2.38983425 -1.76134661 -1.27542912 -1.04010043 -2.41349762
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hidden Outputs: [ 0.11041653 0.08395118 0.14662177 0.21832929 0.26113062 0.08214921
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final inputs: [ 0.78683853]
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oet: [-0.144364]
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oet: [ 0.83101362]
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oet: [-0.13818215]
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oet: [ 1.76100018]
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hidden Outputs: [ 0.5346765 0.47335011 0.38045339 0.33511368 0.27702786 0.5642372
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final inputs: [-1.03969907]
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hidden Outputs: [ 0.20566001 0.17129145 0.1672287 0.18930165 0.21600965 0.1410579
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final inputs: [-0.06607656]
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hidden inputs: [-0.91654224 -0.88443964 -0.98100498 -1.67643871 -0.85339464 -0.87162816
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oet: [ 1.01979773]
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oet: [-0.88587754]
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hidden Outputs: [ 0.10549293 0.14936108 0.15456879 0.24657836 0.13817327 0.10491131
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oet: [-0.25148646]
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hidden inputs: [-0.42108138 -0.34647522 -1.26745279 -1.18316987 -0.97284992 -0.63496177
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oet: [-0.2472588]
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hidden Outputs: [ 0.37597635 0.19008674 0.21015632 0.23645797 0.13588781 0.24057159
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final inputs: [-0.45044118]
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hidden Outputs: [ 0.32627172 0.23325549 0.21161738 0.16457413 0.16780941 0.23797239
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oet: [-0.6665852]
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hidden inputs: [-0.04568987 -0.24388135 -0.9896712 -1.06623596 -0.04404024 -0.23012426
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hidden Outputs: [ 0.48857952 0.43933008 0.27097703 0.25611956 0.48899172 0.44272149
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final inputs: [-0.79264061]
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oet: [ 1.52883709]
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hidden inputs: [-2.56373865 -1.72324522 -1.3468086 -1.07501126 -2.09019462 -1.97258571
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hidden Outputs: [ 0.07150891 0.15145363 0.20639262 0.25445125 0.11005351 0.12211143
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final inputs: [-0.04300059]
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oet: [-0.39493887]
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hidden inputs: [-2.77463324 -1.85781909 -1.32133379 -1.23126252 -2.26795577 -2.34137864
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oet: [-0.68044261]
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hidden Outputs: [ 0.16802928 0.06400303 0.1190797 0.24115512 0.11743898 0.08619202
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final inputs: [ 0.10430972]
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oet: [-1.07164756]
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hidden inputs: [-0.16047726 -0.44076604 -0.7300235 -1.17463743 -1.16440548 -0.2556426
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final inputs: [-0.89711707]
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oet: [-0.12535132]
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hidden inputs: [-2.29113138 -2.1514056 -1.42561549 -0.58191681 -1.45783889 -1.97730359
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hidden Outputs: [ 0.09186012 0.10419995 0.19378276 0.35849165 0.18879808 0.12160657
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final inputs: [ 0.59655095]
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oet: [-0.52743424]
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hidden Outputs: [ 0.30598292 0.24419579 0.1666694 0.26677961 0.18807195 0.30352851
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final inputs: [-0.28364925]
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oet: [-0.24264411]
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hidden inputs: [-1.81628607 -2.38400682 -2.11933188 -1.67213369 -1.74034358 -2.59048366
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hidden Outputs: [ 0.13988011 0.08440041 0.10723201 0.15813991 0.1492693 0.06975339
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final inputs: [ 0.17015315]
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oet: [-1.07684737]
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hidden inputs: [-1.88755099 -2.09190643 -1.6180423 -0.66275508 -1.48132423 -2.27168256
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hidden Outputs: [ 0.13152396 0.10988597 0.16547504 0.34012099 0.18522749 0.09349551
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final inputs: [ 0.28082431]
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oet: [ 1.87222757]
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oet: [-0.69850523]
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hidden Outputs: [ 0.22767401 0.30396147 0.35280452 0.21354837 0.38793866 0.2816931
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final inputs: [-0.1226201]
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hidden Outputs: [ 0.10364877 0.14522801 0.14344332 0.21889704 0.12079566 0.11730489
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oet: [-0.30235508]
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hidden inputs: [-2.3652244 -1.92159218 -2.13889001 -1.22938001 -1.38405106 -1.78706267
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oet: [-0.19331688]
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hidden inputs: [-1.98532552 -2.28717029 -1.91747634 -1.86472951 -1.53648505 -2.62680335
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hidden Outputs: [ 0.12075228 0.0921911 0.12814325 0.13415274 0.17704683 0.0674332
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final inputs: [ 0.21938866]
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oet: [ 0.4451381]
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hidden inputs: [-2.47321104 -1.73751478 -1.52399589 -1.46039423 -1.89798582 -2.26893954
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oet: [ 0.36984739]
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hidden inputs: [-1.33309146 -1.73734725 -1.66281853 -0.83310994 -0.91992247 -0.9165296
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final inputs: [-0.19044605]
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oet: [ 0.26507581]
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hidden inputs: [-2.36301144 -2.16519662 -1.85569513 -1.65080194 -1.29584071 -2.06434075
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hidden Outputs: [ 0.0860371 0.10291967 0.13520561 0.16100059 0.21486585 0.11261133
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final inputs: [ 0.37964281]
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oet: [ 3.27296032]
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hidden inputs: [-1.08817587 -1.11345191 -0.83899249 -1.29945059 -0.65352706 -1.09510856
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hidden Outputs: [ 0.25196193 0.24722791 0.30174702 0.2142575 0.34219516 0.25065752
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final inputs: [-0.21469335]
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oet: [-0.17928666]
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hidden Outputs: [ 0.05790801 0.06517552 0.09768134 0.22089102 0.18358241 0.08119242
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final inputs: [ 0.60290704]
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oet: [-0.3132681]
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hidden inputs: [-1.62607472 -2.16459393 -2.40693145 -1.64163554 -1.71769162 -2.17251768
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hidden Outputs: [ 0.1643688 0.10297533 0.08264566 0.16224264 0.15216874 0.1022457
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final inputs: [ 0.27353181]
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oet: [-1.12509547]
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hidden inputs: [-2.05553907 -1.65811416 -1.95488469 -1.79355993 -1.46091486 -1.71868217
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hidden Outputs: [ 0.11349388 0.16001531 0.12402171 0.14263682 0.18832744 0.15204099
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final inputs: [ 0.03031179]
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oet: [-0.1557934]
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hidden inputs: [-0.85273187 -1.36194607 -1.46937593 -1.37953453 -1.26792403 -0.69556095
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final inputs: [-0.38374822]
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oet: [ 0.97660525]
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hidden inputs: [-2.11286692 -1.19380255 -1.97365695 -1.65737725 -2.14663481 -1.80752141
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hidden Outputs: [ 0.1078525 0.23257954 0.12199664 0.16011438 0.10464611 0.14093795
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oet: [-0.36388549]
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hidden inputs: [-1.73746437 -2.22512424 -2.28994095 -1.79306427 -1.52733156 -1.92864972
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hidden Outputs: [ 0.14963529 0.0975169 0.09195948 0.14269745 0.17838445 0.12690011
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final inputs: [-0.01264643]
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oet: [ 1.54823604]
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hidden inputs: [-0.66101841 -0.4188649 -0.05872941 -1.02739462 -0.1287573 0.09926809
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hidden Outputs: [ 0.34051088 0.3967884 0.48532187 0.26358952 0.46785507 0.52479666
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final inputs: [-0.72675552]
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oet: [-0.1799387]
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hidden inputs: [-1.38385515 -1.91200099 -1.5578143 -2.09380193 -1.57256477 -1.82919809
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hidden Outputs: [ 0.20039056 0.12875622 0.1739605 0.1097007 0.17185107 0.13833383
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final inputs: [ 0.01796443]
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oet: [-0.53323167]
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hidden inputs: [-1.16925075 -0.73181906 -1.14748632 -0.98964711 -1.12770961 -0.58647048
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hidden Outputs: [ 0.23699044 0.32479567 0.24094852 0.27098179 0.24458403 0.3574451
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final inputs: [-0.69588048]
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oet: [-0.31556181]
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hidden inputs: [-1.22440122 -1.46068389 -1.56464358 -0.73470486 -1.55033337 -1.35273141
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hidden Outputs: [ 0.22716285 0.18836275 0.17298133 0.32416313 0.17503812 0.20542418
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final inputs: [-0.06870193]
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oet: [-0.88760979]
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hidden inputs: [-0.00597573 -0.48543993 -1.30877008 -2.0925238 -1.32682036 -1.16285768
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hidden Outputs: [ 0.49850607 0.38096839 0.21269273 0.10982559 0.2096858 0.23814842
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final inputs: [-0.82486436]
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oet: [ 0.45293658]
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final inputs: [-0.5628661]
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final inputs: [-0.00611646]
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hidden Outputs: [ 0.06015391 0.07844814 0.0894867 0.22393876 0.23424231 0.0952388
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final inputs: [ 0.47127798]
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oet: [ 0.41990747]
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oet: [-0.25267031]
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final inputs: [-0.00875436]
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final inputs: [ 0.08371458]
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oet: [ 0.19489825]
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hidden inputs: [-2.15150192 -1.78448451 -1.82986175 -1.40614248 -1.88836187 -1.67605191
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hidden Outputs: [ 0.10419096 0.14375027 0.13825474 0.1968432 0.13143136 0.15761897
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final inputs: [-0.2074985]
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oet: [-0.14789012]
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hidden Outputs: [ 0.11692757 0.17473502 0.17374382 0.16115368 0.17087298 0.11385748
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final inputs: [-0.10187268]
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oet: [ 0.22060688]
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hidden inputs: [-1.28703261 -1.44745132 -0.58160444 -0.46160954 -0.6691282 -0.54285147
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hidden Outputs: [ 0.2163555 0.19039412 0.3585635 0.38660407 0.33869208 0.36752451
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hidden inputs: [-2.24759956 -2.46796044 -2.15503337 -0.88237281 -1.67828484 -2.27791829
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oet: [ 0.44072466]
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oet: [ 0.37644425]
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oet: [ 0.06746862]
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hidden Outputs: [ 0.03926766 0.1067052 0.14940477 0.19804236 0.12736246 0.05922981
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oet: [ 1.91977343]
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hidden Outputs: [ 0.26690762 0.13624015 0.22159708 0.28049646 0.20049256 0.15031466
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final inputs: [ 0.00292915]
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oet: [-0.23151748]
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hidden inputs: [ 0.05942341 -0.71137655 -0.64790122 -1.16903373 -0.71009159 -0.2494954
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hidden Outputs: [ 0.51485148 0.32929474 0.34346265 0.23702969 0.3295786 0.4379477
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final inputs: [-0.89933676]
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oet: [ 0.02572088]
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hidden inputs: [-1.35495694 -0.83307425 -0.79880966 -1.13646883 -1.04703964 -1.22530626
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hidden Outputs: [ 0.20506115 0.30299543 0.3102802 0.24296928 0.25979398 0.227004
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final inputs: [-0.31366035]
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oet: [ 0.43790761]
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...,
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hidden inputs: [-1.45954648 -1.96331556 -2.10703731 -1.35926657 -1.59758825 -1.9504439
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hidden Outputs: [ 0.1885367 0.12310868 0.10841471 0.20435953 0.16831896 0.12450496
0.22896185 0.10643559 0.14494881 0.13524945 0.26547252 0.06926363
0.1763528 0.1305462 0.14352115 0.12223409 0.1027389 0.09223959
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final inputs: [ 0.049723]
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oet: [-0.02471075]
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...,
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hidden inputs: [-2.91859911 -2.52961668 -1.51505218 -1.00123442 -1.60952064 -2.87737887
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hidden Outputs: [ 0.05124176 0.07380785 0.18019127 0.26869879 0.16665518 0.0532832
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final inputs: [ 0.81522747]
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oet: [ 2.51210535]
Progress: 15.0% ... Training loss: 0.670 ... Validation loss: 1.223[ 0.11200608]
X: [ 0. 0. 0.74270727 -0.08930106 0.03189788 0. 0.
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...,
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hidden inputs: [-1.82238746 -1.70536202 -1.54688339 -0.77408042 -1.38723115 -1.37145762
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hidden Outputs: [ 0.13914764 0.15376625 0.17553686 0.31559709 0.19985016 0.20238445
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final inputs: [ 0.11200608]
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oet: [-1.0187003]
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...,
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hidden inputs: [-0.75040708 -0.65788789 -0.63810119 -1.27974289 -0.79000536 -0.98878177
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hidden Outputs: [ 0.32073261 0.34121423 0.34567589 0.21759399 0.31216752 0.27115277
0.17109104 0.19109087 0.17642614 0.30358667 0.17563059 0.27965597
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final inputs: [-0.48604339]
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oet: [-0.53091195]
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...,
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hidden inputs: [-0.46072663 -0.28514421 -0.54246305 -0.71852902 -0.09129879 -0.08168126
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hidden Outputs: [ 0.38681346 0.42919306 0.3676148 0.32771698 0.47719114 0.47959103
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final inputs: [-0.57476436]
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oet: [-0.11140762]
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hidden inputs: [-1.33456408 -1.86674377 -0.97112793 -1.68309092 -1.58777992 -1.70776342
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hidden Outputs: [ 0.20840541 0.13391895 0.27465574 0.15668661 0.16969648 0.15345404
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final inputs: [-0.02931539]
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oet: [-0.09452488]
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hidden inputs: [-1.0411801 -0.81847732 -1.1217263 -1.06807198 -1.17571456 -1.04678156
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hidden Outputs: [ 0.26092236 0.30608698 0.24569121 0.25576991 0.23582361 0.25984361
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final inputs: [-0.29876857]
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oet: [-0.18893339]
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hidden inputs: [-2.57091588 -2.42151706 -1.74255241 -0.37061332 -1.40555663 -2.68708837
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hidden Outputs: [ 0.07103384 0.08154656 0.14898902 0.40839283 0.19693584 0.06373955
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final inputs: [ 0.72045926]
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oet: [ 1.0356526]
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hidden inputs: [-0.79081646 -0.78100756 -1.65448368 -1.03917741 -1.8055706 -0.71388061
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hidden Outputs: [ 0.31199339 0.31410277 0.16050389 0.26130875 0.14117431 0.32874193
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final inputs: [-0.70484207]
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oet: [ 0.17303566]
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oet: [ 0.70117542]
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hidden inputs: [-0.9965161 -0.56904819 -0.84550712 -1.37961871 -1.01871212 -0.69947181
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oet: [-0.29030194]
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hidden inputs: [-1.25966385 -1.52215821 -1.22944843 -0.64201211 -1.50173408 -0.95147181
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final inputs: [ 0.11869056]
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hidden inputs: [-1.06397313 -1.04396678 -0.68364323 -1.0841621 -1.31626133 -0.77060424
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final inputs: [-0.17247218]
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hidden Outputs: [ 0.17135245 0.12325209 0.14699448 0.26691613 0.27752252 0.18861628
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final inputs: [ 0.1817525]
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hidden Outputs: [ 0.2852575 0.32840023 0.23482112 0.28027424 0.30122588 0.47335981
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final inputs: [-0.32363568]
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hidden Outputs: [ 0.09524705 0.1148494 0.11203506 0.22960043 0.19099251 0.10318532
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final inputs: [ 0.43095387]
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oet: [ 2.62072615]
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hidden inputs: [-2.65234351 -2.63059261 -2.36622381 -1.07021612 -1.61811497 -1.99364659
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oet: [-1.23550994]
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oet: [ 3.21382249]
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final inputs: [ 0.256664]
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final inputs: [ 0.65952098]
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oet: [-0.38642121]
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hidden inputs: [-2.50887576 -1.73296818 -2.01998436 -1.4262295 -2.0986594 -1.97162081
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oet: [ 1.26591585]
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hidden inputs: [-1.19405591 -1.70302077 -1.3180905 -1.42565442 -1.67774102 -1.29620306
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hidden Outputs: [ 0.23253432 0.15407115 0.21113616 0.19377668 0.15739483 0.21480473
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oet: [-0.11139681]
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hidden inputs: [-0.56598187 -0.98169029 -0.79491786 -1.40733515 -1.20935838 -0.81787977
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hidden Outputs: [ 0.3621645 0.27255652 0.31111369 0.19665471 0.2298146 0.30621391
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oet: [-0.45221927]
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hidden Outputs: [ 0.09376409 0.08841628 0.12878485 0.34608068 0.24209578 0.13100577
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oet: [-0.87139496]
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oet: [-0.84678473]
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hidden inputs: [-1.91434727 -0.80802537 -1.24240246 -1.60952757 -1.61762787 -1.50051793
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oet: [ 1.07688758]
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hidden inputs: [-1.57441537 -1.33349279 -1.4127713 -1.06155431 -1.46650379 -1.1215784
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hidden Outputs: [ 0.17158786 0.2085822 0.19579732 0.25701254 0.1874746 0.24571862
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final inputs: [-0.29089741]
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hidden inputs: [-1.32495851 -1.45040196 -1.36791532 -0.86804453 -1.10101912 -0.9895792
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hidden Outputs: [ 0.20999451 0.18993971 0.20295687 0.29566136 0.24954899 0.2709952
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final inputs: [ 0.0368291]
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oet: [ 1.58145635]
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hidden inputs: [-1.22549157 -2.08064205 -2.0605897 -1.32811594 -1.68858128 -1.53311221
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final inputs: [ 0.09519177]
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oet: [ 0.56382193]
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hidden Outputs: [ 0.08391383 0.26967031 0.15826282 0.22664967 0.20694458 0.16254877
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final inputs: [-0.2109739]
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oet: [-0.05620582]
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hidden Outputs: [ 0.07866184 0.20241443 0.22796191 0.18135995 0.16858728 0.12906152
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final inputs: [-0.02624516]
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oet: [-0.27952595]
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hidden inputs: [-1.72797334 -1.06012657 -1.22977201 -0.74722764 -0.40148999 -0.71977986
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hidden Outputs: [ 0.15084699 0.25728527 0.22622133 0.32142568 0.40095441 0.32744146
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final inputs: [ 0.39606318]
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oet: [ 1.00721309]
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hidden inputs: [-2.20981881 -1.32019681 -1.24504637 -1.03384367 -1.2130883 -1.51026414
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hidden Outputs: [ 0.09887222 0.21078555 0.22355881 0.26233961 0.22915507 0.18089965
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final inputs: [ 0.0115846]
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oet: [-0.21234745]
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hidden Outputs: [ 0.16318774 0.18880201 0.13707253 0.17748513 0.19085213 0.19602913
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hidden Outputs: [ 0.09211554 0.10356955 0.20880025 0.19341507 0.13693106 0.10000743
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final inputs: [ 0.2669975]
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hidden Outputs: [ 0.3235727 0.26774211 0.21074968 0.33498424 0.19761207 0.37128599
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oet: [-0.25963702]
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hidden inputs: [-1.65458018 -1.7918012 -1.64499093 -1.1686493 -1.22209841 -1.8011128
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hidden Outputs: [ 0.09328696 0.12538941 0.17585575 0.21956943 0.08912756 0.13733618
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final inputs: [-0.04976244]
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oet: [-0.83487955]
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hidden inputs: [-1.59447281 -2.04377386 -1.88623388 -1.69663372 -1.269419 -2.27935596
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hidden Outputs: [ 0.16875553 0.11468301 0.13167448 0.15490543 0.21935673 0.09284718
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final inputs: [ 0.19025884]
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oet: [ 0.51285931]
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hidden inputs: [-1.7781525 -1.75014345 -1.78932884 -1.21088121 -0.96771712 -1.12589953
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hidden Outputs: [ 0.14453141 0.14802911 0.14315503 0.22954517 0.27533576 0.24491862
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final inputs: [ 0.13054872]
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oet: [ 0.31345579]
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hidden inputs: [-1.51013332 -2.19205629 -1.39186075 -0.3693941 -0.92229592 -1.86419597
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hidden Outputs: [ 0.18091904 0.10046611 0.19911087 0.40868744 0.28449032 0.13421473
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final inputs: [ 0.4803492]
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oet: [-0.03083164]
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hidden inputs: [-1.91347583 -1.58072968 -1.10785812 -1.20979047 -1.1804055 -1.88752926
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hidden Outputs: [ 0.12859086 0.17069217 0.24827042 0.22973813 0.23497929 0.13152644
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final inputs: [ 0.24775608]
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oet: [ 0.13009176]
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hidden inputs: [-2.41330767 -1.8060207 -1.34493663 -0.51207681 -1.58586986 -1.75498929
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hidden Outputs: [ 0.08216353 0.14111975 0.2066994 0.3747068 0.16996577 0.14741901
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final inputs: [ 0.36638699]
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oet: [-0.25316584]
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hidden inputs: [-2.10249116 -2.26920639 -0.90075495 -0.74019473 -0.72148746 -1.9276717
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hidden Outputs: [ 0.10885493 0.09370559 0.28889538 0.32296156 0.32706552 0.12700851
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final inputs: [ 0.89749657]
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oet: [ 0.74835416]
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hidden inputs: [-2.76120686 -1.66476236 -0.95581265 -0.25999681 -0.8637581 -1.72371511
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hidden Outputs: [ 0.05945684 0.15912374 0.27771736 0.43536449 0.29655477 0.15139325
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final inputs: [ 0.78661765]
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oet: [ 1.06321615]
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hidden inputs: [-1.1696413 -1.37308187 -1.85995738 -2.18177225 -2.01520933 -1.49311413
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hidden Outputs: [ 0.23691983 0.20212238 0.13470802 0.10139933 0.11761527 0.18345477
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final inputs: [-0.39545409]
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oet: [-0.6270143]
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hidden inputs: [-1.4320309 -0.86779198 -0.85273483 -0.55184663 -0.43577058 -1.46043658
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hidden Outputs: [ 0.19278244 0.29571395 0.29885948 0.36543608 0.39274922 0.18840056
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final inputs: [ 0.3339727]
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oet: [ 0.86584602]
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hidden inputs: [ 0.27477266 -0.21447517 -0.6779585 -1.95760784 -1.05237686 -0.13396313
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hidden inputs: [-2.03731694 -2.30389866 -1.88433711 -1.19051754 -1.79762793 -2.34117998
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final inputs: [ 0.34548661]
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hidden inputs: [-2.58380341 -2.63482392 -2.10714922 -1.23750274 -1.70402926 -2.52434766
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hidden Outputs: [ 0.07018811 0.06693056 0.10840389 0.22487097 0.15393975 0.07416885
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final inputs: [ 0.43737044]
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oet: [ 0.21061715]
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final inputs: [ 0.34973927]
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final inputs: [ 0.52099728]
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oet: [ 0.17660781]
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hidden inputs: [-1.55985862 -1.29247402 -1.1095789 -1.91917381 -1.06276064 -1.98906628
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hidden Outputs: [ 0.17366693 0.21543435 0.2479494 0.12795373 0.25678225 0.12035568
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final inputs: [ 0.14909728]
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oet: [ 2.46705132]
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hidden inputs: [-2.53124324 -1.95318363 -1.91710529 -1.34008892 -1.16186264 -2.08303574
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hidden Outputs: [ 0.07369673 0.12420663 0.12818471 0.20749544 0.238329 0.11075662
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final inputs: [ 0.46877228]
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oet: [ 0.0303628]
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hidden inputs: [-1.30522663 -1.0892041 -1.39649237 -1.67181112 -0.70821756 -1.14399368
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hidden Outputs: [ 0.2132867 0.25176818 0.19837331 0.15818286 0.32999281 0.24158787
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final inputs: [-0.33358016]
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oet: [ 1.02015914]
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hidden inputs: [-1.04592878 -0.28739469 -1.0640186 -1.3509477 -1.71976195 -0.61668885
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hidden inputs: [-1.86309893 -2.31496724 -2.16883712 -1.68795824 -1.88891736 -2.47170682
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oet: [-0.21135136]
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hidden Outputs: [ 0.30649909 0.12444988 0.19937783 0.20160716 0.19031586 0.16732889
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final inputs: [-0.08746776]
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oet: [-0.91846147]
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hidden inputs: [-1.8310374 -1.86124732 -0.6363651 -1.43769703 -1.90756902 -1.93979211
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hidden Outputs: [ 0.13811474 0.13455773 0.34606867 0.19190223 0.12925421 0.1256707
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final inputs: [ 0.02784322]
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oet: [-1.01172023]
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hidden inputs: [ 0.13947263 -0.08393953 -1.04922011 -1.35086992 -0.11079662 -0.71121401
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hidden Outputs: [ 0.53481174 0.47902743 0.25937489 0.20572819 0.47232915 0.32933064
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oet: [ 0.22307194]
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hidden Outputs: [ 0.37607187 0.39211016 0.41880451 0.19384833 0.26182049 0.4079272
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oet: [ 0.48937917]
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oet: [ 0.79185181]
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hidden inputs: [-1.33098064 -2.4593574 -1.99651002 -1.11480283 -2.17724041 -1.91149815
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hidden Outputs: [ 0.2089972 0.07875695 0.11956984 0.24697658 0.10181301 0.12881264
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final inputs: [ 0.06120454]
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final inputs: [-0.22515427]
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oet: [-0.2239563]
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hidden inputs: [-2.5641238 -2.17512428 -1.55039698 -1.33331799 -1.36054693 -1.66144937
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final inputs: [ 0.40362642]
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oet: [-0.15809192]
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hidden Outputs: [ 0.23846178 0.32168421 0.26877993 0.1584615 0.18893573 0.23218116
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final inputs: [-0.47214103]
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oet: [-0.45109236]
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hidden Outputs: [ 0.43218105 0.49406899 0.31270708 0.33162516 0.32166059 0.49031742
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final inputs: [-0.89015513]
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oet: [-0.11026105]
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hidden inputs: [-0.34641387 -0.113401 -0.75402581 -0.45260812 -0.42062909 0.22048748
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hidden Outputs: [ 0.41425232 0.47168009 0.31994473 0.38874084 0.39636622 0.55489964
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final inputs: [-0.66178128]
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oet: [ 1.35938636]
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hidden inputs: [-3.41963663 -2.98117553 -2.313794 -1.09885094 -1.39071627 -2.84135461
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hidden Outputs: [ 0.03168738 0.04828358 0.08998697 0.24995526 0.19929343 0.05512993
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final inputs: [ 0.86379132]
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oet: [-0.11386367]
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hidden Outputs: [ 0.09824904 0.10003508 0.1957749 0.26661093 0.24775318 0.09505727
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final inputs: [ 0.39942297]
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hidden inputs: [-0.96999599 -1.11239215 -0.95393793 -1.36070386 -1.54258678 -1.21208489
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hidden Outputs: [ 0.2748813 0.24742519 0.27809356 0.20412593 0.17615955 0.22933236
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final inputs: [-0.30282775]
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hidden Outputs: [ 0.38377523 0.40343482 0.20382551 0.19401396 0.30100457 0.28285085
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oet: [-0.23228804]
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hidden Outputs: [ 0.10327805 0.16038747 0.15756421 0.18211733 0.15631756 0.0631142
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oet: [-1.08239055]
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hidden inputs: [-1.25121688 -1.65186421 -1.41219196 -1.09904418 -1.61970312 -1.64991675
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hidden Outputs: [ 0.22248956 0.16085716 0.19588856 0.24991903 0.16524582 0.1611202
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oet: [-1.04560904]
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hidden inputs: [-1.5935833 -1.31592018 -0.88972986 -1.20935344 -0.88633495 -1.32679946
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hidden Outputs: [ 0.16888035 0.21149787 0.29116558 0.22981547 0.29186674 0.20968926
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final inputs: [ 0.09713219]
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oet: [ 2.19374609]
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hidden inputs: [-0.62075931 -0.88591686 -0.86672862 -1.33625333 -0.88765973 -0.57719389
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hidden Outputs: [ 0.10206772 0.13457886 0.16837531 0.14785531 0.31192354 0.10244958
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final inputs: [ 0.56914259]
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oet: [-0.20783392]
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hidden inputs: [-1.31808353 -0.78144348 -1.17386444 -1.36111535 -1.51417191 -0.86980916
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hidden Outputs: [ 0.21113732 0.31400887 0.23615718 0.20405909 0.18032134 0.29529401
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final inputs: [-0.57258151]
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oet: [-0.15769492]
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hidden inputs: [-2.99815299 -2.16518467 -1.61595797 -1.22836916 -1.94590271 -2.31465351
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hidden Outputs: [ 0.04750938 0.10292077 0.16576307 0.22646699 0.12500081 0.08991661
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final inputs: [ 0.44114976]
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oet: [ 1.28188376]
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hidden inputs: [-1.04496792 -1.37595429 -0.94664364 -1.32157757 -1.24495955 -1.50421987
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hidden Outputs: [ 0.26019257 0.20165954 0.27956031 0.21055595 0.22357388 0.18179699
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final inputs: [-0.05088634]
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oet: [-0.96055595]
Progress: 15.5% ... Training loss: 0.660 ... Validation loss: 1.164[ 0.47963563]
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final inputs: [ 0.47963563]
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hidden inputs: [-0.32553238 -0.18096136 -0.87336707 -1.19758238 -0.96650494 -0.31593167
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hidden Outputs: [ 0.41932806 0.45488271 0.29455417 0.23190558 0.27557769 0.42166755
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hidden inputs: [-0.45464214 -0.60834265 -1.05640918 -1.09034163 -0.85697202 -0.52429144
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hidden Outputs: [ 0.38825762 0.35243735 0.25799626 0.25155395 0.29797237 0.3718493
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oet: [-0.33138157]
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hidden inputs: [-2.30886285 -2.64724914 -1.95585154 -1.01346929 -1.21769807 -2.87895306
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final inputs: [ 0.54679653]
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final inputs: [-0.80374516]
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oet: [-0.95742635]
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final inputs: [ 0.61594223]
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oet: [-0.49720802]
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final inputs: [-0.3268319]
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oet: [-0.61294066]
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hidden inputs: [-0.26115046 0.30782129 -0.62510989 -1.47331503 -1.11334503 0.03881898
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hidden Outputs: [ 0.43508092 0.57635337 0.34862018 0.18643927 0.2472478 0.50970353
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final inputs: [-1.27655698]
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oet: [ 0.27062775]
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hidden inputs: [-1.50487912 -1.96345634 -1.66508569 -1.69341652 -1.87245599 -1.6046079
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hidden Outputs: [ 0.18169895 0.12309348 0.15908048 0.15532706 0.1332578 0.16733858
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final inputs: [-0.17743688]
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oet: [-0.61348316]
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hidden Outputs: [ 0.51105398 0.37086727 0.18341595 0.12907622 0.24287416 0.29481828
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oet: [-0.18059265]
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hidden inputs: [-0.52180675 -1.62866812 -1.84982793 -1.17282518 -1.28266662 -1.19550399
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hidden Outputs: [ 0.37242985 0.1640129 0.1358931 0.2363447 0.21709665 0.232276
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oet: [-0.86966276]
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hidden inputs: [-1.86081571 -1.55328705 -1.4268088 -1.38583978 -1.87263255 -1.86035509
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hidden Outputs: [ 0.134608 0.17461202 0.1935964 0.20007274 0.13323741 0.13466167
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oet: [-0.79058594]
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hidden inputs: [-1.33514694 -1.18295687 -0.96507935 -1.41049496 -1.57650305 -1.19346843
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oet: [ 1.56213863]
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final inputs: [-0.28501084]
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oet: [-0.73194451]
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final inputs: [ 0.14676945]
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oet: [-0.22650527]
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final inputs: [ 0.44205686]
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oet: [-0.42807072]
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hidden inputs: [-0.83945538 -0.85494922 -1.73436739 -1.30894433 -1.0342602 -0.93178843
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hidden Outputs: [ 0.3016495 0.29839568 0.15002979 0.21266355 0.26225901 0.28256202
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final inputs: [-0.52923469]
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oet: [-0.49874676]
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hidden inputs: [-2.51308633 -2.34868315 -2.23592037 -0.77697042 -1.14863808 -2.13027119
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hidden Outputs: [ 0.07494586 0.0871705 0.09657088 0.3149732 0.24073793 0.10618925
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final inputs: [ 0.7114112]
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oet: [-0.7290768]
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final inputs: [ 0.50198743]
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final inputs: [ 0.08725714]
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hidden Outputs: [ 0.29266856 0.26343932 0.14885912 0.25379386 0.30008516 0.24991093
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final inputs: [-0.38606957]
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oet: [-0.2428491]
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hidden Outputs: [ 0.28116693 0.27363316 0.15377377 0.20335909 0.16365021 0.28369015
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final inputs: [ 0.40577981]
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final inputs: [ 0.82041368]
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final inputs: [ 0.13971684]
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oet: [-0.71816214]
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hidden inputs: [-0.97987129 -1.69628597 -1.49319155 -1.6078709 -1.02404168 -1.57615128
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hidden Outputs: [ 0.27291732 0.15495096 0.18344318 0.16688442 0.26424088 0.17134125
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final inputs: [ 0.13199893]
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oet: [-0.61418783]
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hidden inputs: [-1.35863261 -2.31477488 -1.99240992 -1.29499775 -2.10255579 -2.25891296
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hidden Outputs: [ 0.20446263 0.08990668 0.12000214 0.21500809 0.10884866 0.09458342
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final inputs: [ 0.11526803]
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oet: [-1.08811892]
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hidden inputs: [-1.67536846 -0.89134743 -0.77610799 -1.5606643 -1.66347311 -1.16977573
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hidden Outputs: [ 0.15770974 0.29083184 0.31515931 0.17355134 0.15929632 0.23689552
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final inputs: [-0.24917034]
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oet: [ 0.15289536]
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hidden inputs: [-1.37933606 -2.36260698 -2.59208486 -1.93698694 -1.93828382 -2.30330845
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hidden Outputs: [ 0.20111565 0.08606891 0.06964957 0.12597925 0.12583652 0.09084933
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final inputs: [ 0.10268175]
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oet: [-1.11412404]
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final inputs: [ 0.30814512]
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oet: [-0.33826343]
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hidden Outputs: [ 0.18377283 0.23166974 0.32260624 0.17958596 0.14212923 0.1362368
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oet: [-0.80142638]
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hidden inputs: [-2.40579487 -1.7798824 -1.14071316 -0.82928227 -0.69224235 -1.56639033
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hidden Outputs: [ 0.08273187 0.14431766 0.24218945 0.30379685 0.33353444 0.17273159
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final inputs: [ 0.88540036]
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oet: [ 1.13533818]
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hidden inputs: [-1.99661599 -1.34039761 -1.0621824 -1.4285053 -1.57292307 -1.66471622
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hidden Outputs: [ 0.11955868 0.20744468 0.25689262 0.19333168 0.17180008 0.15912992
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final inputs: [ 0.04321041]
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oet: [-0.5143732]
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hidden inputs: [-0.87603109 -1.18980392 -1.48836077 -1.13516996 -1.32072441 -1.43105945
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hidden Outputs: [ 0.29400091 0.23329401 0.18416789 0.24320827 0.2106978 0.19293366
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final inputs: [ 0.01206464]
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oet: [-0.51079272]
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oet: [ 1.5182752]
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hidden inputs: [-1.58576038 -1.8103227 -1.18977995 -0.8590091 -1.11421462 -1.74111223
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oet: [-0.32508374]
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oet: [ 0.89238985]
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final inputs: [ 0.32201903]
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final inputs: [ 0.7409837]
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oet: [ 0.68985784]
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hidden Outputs: [ 0.23412721 0.21581599 0.18440929 0.20085587 0.20998711 0.1757264
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oet: [ 1.2630535]
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hidden inputs: [ 0.12859763 -0.70884985 -0.6421628 -1.10436268 -1.0906632 -0.47667783
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oet: [ 0.38979722]
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oet: [-0.12462927]
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oet: [ 0.93750506]
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oet: [-0.37232809]
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final inputs: [ 0.98112616]
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hidden Outputs: [ 0.1223303 0.16888985 0.1936188 0.21973177 0.15325328 0.14788994
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hidden Outputs: [ 0.16917967 0.22586035 0.27389898 0.16347898 0.32067794 0.19271942
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oet: [ 1.08098498]
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hidden inputs: [-0.90520964 -1.06648724 -1.07914707 -1.26297283 -1.01397868 -0.72548585
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hidden Outputs: [ 0.28798109 0.25607169 0.25366746 0.22046256 0.26620194 0.32618611
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final inputs: [-0.30809577]
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oet: [ 0.01886383]
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hidden inputs: [-0.99798673 -1.0156702 -1.32264749 -1.63539516 -0.87758875 -0.73761007
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hidden Outputs: [ 0.26933744 0.26587165 0.21037816 0.16309262 0.2936777 0.32352698
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final inputs: [-0.40041131]
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oet: [-0.11485593]
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hidden inputs: [-0.42962762 -1.12551267 -0.8940384 -0.75936667 -1.4580741 -1.43145007
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oet: [-0.43521076]
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hidden inputs: [-1.81580615 -1.8632259 -1.33244465 -2.0613084 -2.18019732 -2.04679452
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final inputs: [-0.01466511]
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oet: [ 0.06172959]
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hidden Outputs: [ 0.05819939 0.11018698 0.12406055 0.3486471 0.19659838 0.13259684
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final inputs: [ 0.65227442]
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oet: [ 0.34854875]
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hidden inputs: [-1.44517608 -0.30266521 0.24815105 -0.86014533 -0.81321255 -0.91434136
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hidden Outputs: [ 0.19074508 0.42490608 0.56172136 0.29730898 0.30720634 0.28611228
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final inputs: [-0.29715394]
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oet: [-0.72531446]
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hidden inputs: [-0.88024754 -0.26658825 -0.44813652 -1.01774281 -0.76219728 -0.26820513
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hidden Outputs: [ 0.29312649 0.43374487 0.38980392 0.26546731 0.3181694 0.43334779
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final inputs: [-0.65075089]
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oet: [ 0.01419642]
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hidden inputs: [-1.04754608 -0.7259033 -1.31615319 -1.11506291 -1.15532562 -0.99448909
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hidden Outputs: [ 0.2596966 0.32609436 0.21145901 0.24692821 0.23951768 0.27002631
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final inputs: [-0.3847439]
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oet: [ 0.3160342]
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final inputs: [ 0.56920623]
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oet: [ 0.2110947]
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oet: [ 1.12164142]
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hidden Outputs: [ 0.04561802 0.05148071 0.09695092 0.27387144 0.14649422 0.06402576
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final inputs: [ 0.15464002]
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final inputs: [ 0.55646621]
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hidden Outputs: [ 0.15555551 0.1439372 0.13315281 0.28851045 0.23607901 0.14868995
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oet: [-0.05077576]
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oet: [-0.10835178]
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hidden Outputs: [ 0.42717175 0.32823661 0.25035503 0.21850472 0.33164237 0.37267458
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final inputs: [-0.34287028]
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oet: [-0.05110973]
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hidden inputs: [-1.4905372 -0.97612731 -0.71190345 -0.99465709 -0.95664604 -0.99746789
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hidden Outputs: [ 0.18384111 0.27366088 0.32917838 0.2699932 0.27755022 0.26943956
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final inputs: [ 0.16553421]
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oet: [-0.70285368]
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hidden Outputs: [ 0.26669446 0.31443755 0.23832545 0.19106351 0.10721017 0.31474697
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final inputs: [-0.72172017]
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oet: [-0.30626128]
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hidden inputs: [-0.0821692 -0.45735181 -1.18233544 -1.73059286 -1.13474792 -0.70767609
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hidden Outputs: [ 0.47946925 0.38761424 0.23463254 0.15051176 0.24328595 0.33011254
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final inputs: [-0.94590498]
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oet: [ 0.01715854]
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hidden inputs: [-1.65293594 -2.05133661 -2.20805899 -1.28010292 -1.69801954 -1.93193921
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hidden Outputs: [ 0.16071254 0.11391739 0.09902912 0.2175327 0.1547241 0.12653609
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final inputs: [ 0.25972169]
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oet: [-1.28770315]
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hidden inputs: [-2.16132524 -2.45555223 -2.08634459 -1.64260287 -1.95218774 -2.6291622
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hidden Outputs: [ 0.10327765 0.07903347 0.11043116 0.1621112 0.124315 0.06728501
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final inputs: [ 0.27376253]
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oet: [-1.27969176]
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hidden inputs: [-1.33472517 -2.06287416 -1.89270743 -1.44427588 -2.09909444 -1.92613887
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hidden Outputs: [ 0.20837884 0.11275797 0.13093608 0.19088408 0.10918487 0.12717857
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final inputs: [ 0.01221018]
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oet: [ 0.08447181]
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hidden inputs: [-1.96540603 -0.87606251 -0.76078134 -1.0441573 -1.30731776 -1.01372483
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hidden Outputs: [ 0.12288318 0.29399439 0.31847665 0.26034864 0.21293603 0.26625153
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final inputs: [-0.29421768]
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oet: [-0.32579762]
Progress: 16.0% ... Training loss: 0.657 ... Validation loss: 1.153[-0.23550257]
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hidden inputs: [-0.26616435 -1.15630083 -0.58104866 -0.51702723 -1.00574776 -0.10397632
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hidden Outputs: [ 0.43384898 0.23934009 0.35869133 0.37354763 0.26781285 0.47402931
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final inputs: [-0.23550257]
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oet: [-0.09232076]
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hidden inputs: [-1.26543129 -0.24383559 -1.33111776 -1.62142723 -1.70554607 -0.66743831
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hidden Outputs: [ 0.22004034 0.43934135 0.20897453 0.16500813 0.1537423 0.33907068
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final inputs: [-0.71682513]
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oet: [-0.16230381]
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hidden inputs: [-1.00712229 -1.46079884 -1.49411682 -1.38013858 -1.42622698 -1.38851494
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hidden Outputs: [ 0.2675434 0.18834517 0.18330462 0.20098674 0.19368725 0.19964494
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final inputs: [ 0.03950868]
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oet: [-0.91863761]
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hidden inputs: [-1.2242952 -0.24869418 -0.77668819 -0.93658155 -0.05325265 -0.78304054
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hidden Outputs: [ 0.22718146 0.43814493 0.31503409 0.28159137 0.48668998 0.31366495
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final inputs: [ 0.05673564]
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oet: [ 0.62984334]
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hidden inputs: [-1.68540517 -1.76855465 -1.77355446 -1.08231352 -1.06088317 -1.58300779
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oet: [-0.86408931]
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final inputs: [ 0.52577283]
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oet: [ 1.50599182]
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oet: [-0.18529215]
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hidden Outputs: [ 0.25256175 0.31817085 0.19242357 0.17544454 0.32149717 0.18964423
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final inputs: [ 0.01556793]
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final inputs: [-0.74548561]
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hidden Outputs: [ 0.23504798 0.10722918 0.16421248 0.18323752 0.14223551 0.13389188
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final inputs: [-0.03494074]
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final inputs: [ 0.13887972]
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final inputs: [ 0.38610438]
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oet: [ 0.64779713]
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hidden Outputs: [ 0.0945356 0.10780553 0.31725588 0.28907592 0.21024018 0.0849806
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hidden Outputs: [ 0.20649822 0.33452371 0.20683496 0.10809561 0.21910416 0.21903916
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hidden inputs: [-1.3244211 -1.51666574 -0.83786483 -0.63079131 -1.41787384 -1.21315228
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hidden Outputs: [ 0.21008368 0.17995303 0.30198467 0.34733113 0.19499511 0.22914377
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oet: [-0.27372221]
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oet: [ 0.86222511]
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hidden inputs: [-0.9761962 -1.06262966 -1.28052224 -1.26576412 -1.67274635 -1.19130853
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hidden Outputs: [ 0.27364719 0.25680724 0.21746134 0.21998323 0.15805836 0.23302499
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oet: [-0.07379882]
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hidden inputs: [-1.36956379 -2.23376143 -1.80215947 -1.90850783 -1.75765207 -2.0588357
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hidden Outputs: [ 0.20269033 0.0967594 0.1415884 0.12914858 0.14708465 0.11316262
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oet: [-0.26272801]
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hidden Outputs: [ 0.3372705 0.30701894 0.30185857 0.24952564 0.36715037 0.27140716
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oet: [-0.76765766]
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hidden inputs: [-1.48189459 -2.1828398 -1.98641041 -1.41843677 -1.40127776 -1.66627554
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hidden Outputs: [ 0.18514142 0.1013021 0.12063714 0.19490677 0.19761343 0.15892138
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final inputs: [ 0.19801389]
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oet: [ 0.35625174]
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oet: [ 0.08167559]
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hidden inputs: [-0.54976034 -1.5833682 -0.77628109 -0.50019083 -0.72508374 -0.50602497
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hidden Outputs: [ 0.36592001 0.17031899 0.31512195 0.37749582 0.32627449 0.37612583
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oet: [-0.23190955]
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hidden inputs: [-0.82022574 -1.12929277 -1.35745151 -1.57904476 -0.62774418 -1.39573465
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hidden Outputs: [ 0.30571574 0.24429164 0.20465481 0.17093081 0.34802221 0.19849383
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final inputs: [ 0.07620831]
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oet: [-1.05457225]
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hidden inputs: [-2.30047785 -2.42548855 -2.10478595 -0.6702905 -1.35306103 -2.14643765
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hidden Outputs: [ 0.09108339 0.0812496 0.10863252 0.3384318 0.20537038 0.10466458
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final inputs: [ 0.60879508]
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oet: [ 1.45604791]
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final inputs: [ 0.70859407]
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hidden inputs: [-2.11387713 -1.7009619 -1.55172369 -1.69160343 -0.73875586 -2.33238639
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hidden inputs: [-2.26544275 -1.80220781 -1.55445174 -0.9526893 -0.86745004 -1.21188485
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final inputs: [ 0.66613967]
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oet: [ 0.07005681]
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hidden Outputs: [ 0.04129395 0.07689303 0.13083285 0.31418656 0.17873857 0.05399819
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final inputs: [ 0.81366632]
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oet: [ 0.89834108]
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hidden Outputs: [ 0.12705662 0.11746593 0.15674858 0.26599426 0.23659608 0.14034441
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final inputs: [ 0.51130012]
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oet: [ 0.74312363]
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hidden Outputs: [ 0.16061784 0.1176823 0.202281 0.21173649 0.18077998 0.15828281
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final inputs: [ 0.37832459]
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hidden Outputs: [ 0.06075081 0.13235759 0.11560951 0.22502313 0.16536775 0.11385467
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final inputs: [ 0.37261673]
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oet: [-0.17669974]
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hidden inputs: [-0.64949454 -1.85055373 -1.45561081 -0.98239106 -1.48500131 -1.26560635
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hidden Outputs: [ 0.34310345 0.1358079 0.18913956 0.2724176 0.18467319 0.2200103
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oet: [-0.84114152]
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oet: [ 0.07775842]
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hidden inputs: [-1.81915058 -1.97056973 -1.305422 -0.42405932 -1.16046594 -1.85439056
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hidden Outputs: [ 0.13953583 0.12232771 0.21325392 0.3955458 0.23858263 0.13535822
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final inputs: [ 0.54219664]
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oet: [ 0.14989539]
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hidden Outputs: [ 0.16743913 0.13596465 0.13625755 0.17325642 0.19382086 0.18911798
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final inputs: [-0.12356335]
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oet: [ 0.81565539]
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hidden inputs: [-2.45514986 -2.12060869 -1.95925179 -1.1175129 -1.79122019 -2.30350667
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hidden Outputs: [ 0.07906276 0.10710984 0.12354804 0.24647291 0.14292319 0.09083296
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final inputs: [ 0.23169587]
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hidden inputs: [-1.26693956 -1.03751075 -0.62668272 -0.64072034 -1.75219436 -1.00600744
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hidden Outputs: [ 0.2197816 0.26163058 0.3482631 0.34508372 0.14777064 0.26776193
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final inputs: [-0.1314594]
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hidden Outputs: [ 0.10037952 0.11090508 0.16796083 0.30372852 0.17434878 0.1321256
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final inputs: [ 0.27670965]
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oet: [ 0.64693074]
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hidden inputs: [-0.28018415 -0.5445895 -1.47961303 -1.50193667 -1.09836292 -0.6830271
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hidden Outputs: [ 0.43040863 0.3671206 0.18548588 0.18213685 0.25004676 0.33558602
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final inputs: [-0.8210763]
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oet: [-0.03553006]
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hidden inputs: [-2.53320784 -2.25068295 -1.79675659 -1.07224668 -2.0044544 -2.37735327
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oet: [-0.77521882]
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hidden inputs: [-1.48706509 -1.41552429 -1.3722147 -1.29042849 -1.09361571 -2.14887346
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oet: [-0.34314319]
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hidden inputs: [-1.67595631 -2.45519204 -2.13091687 -1.13248913 -1.68491092 -2.03857558
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hidden Outputs: [ 0.15763166 0.07905969 0.10612798 0.24370203 0.15644628 0.11521186
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oet: [ 2.64198995]
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oet: [ 1.04196408]
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hidden inputs: [-0.06173015 -0.35637177 -1.05095064 -1.80151263 -1.13297565 -0.85565742
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final inputs: [-0.88035704]
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oet: [ 0.188672]
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hidden Outputs: [ 0.23874495 0.32804656 0.32296397 0.09802177 0.22470629 0.24973506
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final inputs: [-0.54895186]
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oet: [-0.01593289]
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hidden Outputs: [ 0.20771232 0.13199972 0.08897367 0.21239957 0.13478383 0.18479992
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oet: [-0.89388683]
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hidden Outputs: [ 0.29879197 0.3122084 0.28037252 0.29107019 0.2150284 0.39744239
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final inputs: [-0.59944086]
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oet: [-0.3899492]
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hidden inputs: [-1.9400481 -1.82035237 -1.46212281 -1.56685561 -1.02003491 -1.9663992
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hidden Outputs: [ 0.12564257 0.1393916 0.18814286 0.17266511 0.2650206 0.12277617
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oet: [ 0.43963968]
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oet: [-0.83568291]
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oet: [-0.82477171]
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hidden Outputs: [ 0.19313465 0.19267238 0.20357577 0.30627761 0.20076518 0.26428216
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oet: [-0.48018]
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hidden Outputs: [ 0.223655 0.10410649 0.21283442 0.36895589 0.16435432 0.21079169
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oet: [ 1.87026633]
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hidden Outputs: [ 0.36967112 0.3576182 0.24344821 0.30155392 0.3664671 0.40525836
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final inputs: [-0.23719786]
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oet: [ 1.00095962]
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hidden inputs: [-0.87336114 -0.76313058 -0.70215941 -1.43266828 -1.51337213 -0.75953048
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hidden Outputs: [ 0.2945554 0.31796697 0.33133363 0.19268328 0.18043958 0.31874821
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oet: [-0.3482195]
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hidden inputs: [-1.83814236 -2.12008677 -1.62404824 -1.55149974 -2.05588691 -2.8992475
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hidden Outputs: [ 0.13727114 0.10715977 0.16464732 0.17486976 0.11345889 0.05219077
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final inputs: [ 0.24151727]
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oet: [-0.05111334]
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hidden inputs: [ 0.60163225 -0.3721533 -0.34894935 -1.66924153 -1.02003453 0.01039333
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hidden Outputs: [ 0.64602965 0.40802081 0.41363722 0.15852533 0.26502068 0.50259831
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final inputs: [-0.97575531]
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oet: [ 0.37963434]
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oet: [ 0.99722737]
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oet: [-0.79667139]
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final inputs: [ 0.09577965]
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oet: [-1.10170888]
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oet: [-0.41110231]
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hidden Outputs: [ 0.15304373 0.27896812 0.3968201 0.35139032 0.21238757 0.27844415
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final inputs: [ 0.0110324]
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oet: [-0.81297856]
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final inputs: [-0.52171006]
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oet: [-0.41254944]
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hidden Outputs: [ 0.29079112 0.17605018 0.20117767 0.25783222 0.24188367 0.20072859
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final inputs: [ 0.10515334]
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oet: [-0.43297668]
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hidden inputs: [ 0.38399795 -0.21451954 -0.92609808 -1.23891142 -0.98783241 0.07924085
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hidden Outputs: [ 0.594837 0.44657484 0.283717 0.22462553 0.27134043 0.51979985
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hidden Outputs: [ 0.38582467 0.367418 0.32482588 0.3673998 0.45436535 0.45767775
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oet: [ 1.90237556]
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oet: [-0.48679352]
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hidden inputs: [-2.9404861 -2.57677979 -1.87089214 -0.66978853 -1.33845599 -1.86861276
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hidden Outputs: [ 0.0501881 0.07064787 0.13343853 0.3385442 0.20776409 0.13370232
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oet: [ 0.12781298]
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hidden Outputs: [ 0.2670896 0.37334205 0.32806178 0.22570088 0.23912577 0.40778305
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oet: [-0.15402948]
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oet: [ 0.18869756]
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hidden inputs: [-0.25068478 -0.57918291 -0.66458523 -1.35497854 -0.479985 -0.40150467
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hidden Outputs: [ 0.577379 0.31623709 0.45531342 0.48491156 0.18471891 0.40038104
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final inputs: [-0.15987995]
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oet: [-0.80194483]
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hidden inputs: [-1.61153125 -2.07702194 -2.11245114 -1.33471316 -1.61895121 -1.5377308
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hidden Outputs: [ 0.16637613 0.11135031 0.10789251 0.20838082 0.16534956 0.17686539
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final inputs: [ 0.18085]
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oet: [ 1.09011292]
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hidden Outputs: [ 0.20359561 0.15839236 0.17075795 0.2352189 0.26865915 0.22036492
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oet: [-0.79031698]
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hidden inputs: [-2.33091499 -1.6206986 -1.05479972 -0.63020727 -0.96410099 -1.13084035
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hidden Outputs: [ 0.08859475 0.16510855 0.25830449 0.34746354 0.27605786 0.24400605
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final inputs: [ 0.50710946]
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oet: [-0.27990423]
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oet: [ 0.38835145]
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oet: [ 0.14364469]
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final inputs: [ 0.57920522]
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oet: [ 2.12515227]
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hidden Outputs: [ 0.30464872 0.33948046 0.35964263 0.33637672 0.3349191 0.3096441
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hidden Outputs: [ 0.1584532 0.19996399 0.42486398 0.24656851 0.21898901 0.2478642
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hidden Outputs: [ 0.06741311 0.06515583 0.08973158 0.15621475 0.18856026 0.07106307
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oet: [ 1.04196408]
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hidden inputs: [-1.82628975 -1.76865186 -1.21820024 -1.78032938 -1.99060013 -1.92615554
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hidden Outputs: [ 0.13868086 0.14571006 0.22825333 0.14426247 0.12019339 0.12717671
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oet: [-0.90571147]
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hidden inputs: [-2.13285155 -1.1296309 -1.15196658 -0.98555513 -1.52583283 -1.01479511
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final inputs: [-0.17976698]
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oet: [-0.21421302]
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hidden inputs: [-2.30203743 -1.67085116 -1.85775843 -1.68281828 -0.78863999 -1.9358318
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hidden Outputs: [ 0.09095436 0.15831073 0.13496454 0.15672264 0.31246077 0.12610649
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final inputs: [ 0.7745527]
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oet: [ 0.61769746]
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hidden inputs: [-1.58345794 -1.740045 -1.27448627 -0.34511698 -1.16231795 -1.46126306
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hidden Outputs: [ 0.17030631 0.14930722 0.21849024 0.41456704 0.23824636 0.18827422
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final inputs: [ 0.39260576]
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oet: [-0.23528017]
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hidden inputs: [-1.74497647 -1.83811465 -1.04484092 -0.89957133 -1.00249085 -1.81427833
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hidden Outputs: [ 0.14868193 0.13727442 0.26021702 0.2891386 0.26845197 0.14012184
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final inputs: [ 0.55271072]
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oet: [-0.41192429]
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hidden inputs: [-1.06801426 -1.20582654 -1.41904755 -1.18947266 -1.09782286 -1.58769524
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hidden Outputs: [ 0.2557809 0.23044033 0.19481094 0.23335326 0.25014805 0.16970841
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final inputs: [-0.10720297]
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oet: [-0.65063874]
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hidden inputs: [-0.78056472 -1.50416876 -1.76948604 -1.28007845 -1.4207633 -1.65437171
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hidden Outputs: [ 0.31419819 0.18180459 0.14560626 0.21753687 0.19454195 0.16051898
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final inputs: [-0.07226019]
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oet: [-0.88405153]
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hidden inputs: [-1.35038992 -1.40390389 -0.92884221 -0.77094694 -1.07222203 -1.65625828
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hidden Outputs: [ 0.20580663 0.19719735 0.28315966 0.3162743 0.25498075 0.16026492
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final inputs: [ 0.10335054]
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oet: [-0.46425221]
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hidden inputs: [-1.65759172 -1.32997511 -1.21205541 -1.42995406 -2.05487849 -1.84945482
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hidden Outputs: [ 0.16008555 0.20916348 0.22933757 0.19310584 0.11356036 0.13593692
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final inputs: [-0.18786438]
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oet: [-0.60856872]
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oet: [ 0.09868486]
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hidden inputs: [-1.94518827 -2.49484597 -2.04866746 -1.82451614 -1.56398147 -2.79070457
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oet: [ 0.87094429]
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oet: [ 0.55972595]
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hidden Outputs: [ 0.04993404 0.08338794 0.06792357 0.29086654 0.14425597 0.09871539
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final inputs: [ 0.69774971]
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oet: [ 0.63936988]
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hidden Outputs: [ 0.08348616 0.1475006 0.15848183 0.31013559 0.24155289 0.16339674
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final inputs: [ 0.49442931]
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hidden Outputs: [ 0.33338926 0.24571437 0.25372247 0.30451282 0.31720553 0.39095325
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final inputs: [-0.27918159]
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hidden inputs: [-1.52863644 -2.34780247 -2.09800999 -1.94200932 -1.71623894 -2.43883894
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hidden Outputs: [ 0.17819328 0.0872406 0.10929039 0.12542728 0.15235625 0.08025858
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oet: [-0.34464372]
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hidden Outputs: [ 0.14562006 0.23374311 0.15643064 0.15897348 0.10991035 0.2159137
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final inputs: [-0.58293652]
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oet: [ 0.05113011]
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hidden inputs: [-1.96998271 -2.24419673 -1.47265082 -0.9886927 -1.23581167 -2.59008899
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oet: [-1.07143296]
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hidden Outputs: [ 0.17797943 0.17429832 0.14010211 0.23988951 0.26695813 0.1726842
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final inputs: [ 0.29164749]
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oet: [-0.63601]
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hidden inputs: [-1.14722388 -1.07064831 -0.99596225 -1.58335651 -1.60258056 -1.91634637
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hidden Outputs: [ 0.24099652 0.25527981 0.26973603 0.17032064 0.16762125 0.12826955
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final inputs: [-0.16880115]
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oet: [-0.78751058]
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hidden inputs: [-1.39715522 -2.03494927 -1.55180342 -0.79205761 -1.08646558 -1.95667414
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hidden Outputs: [ 0.19826792 0.11558203 0.17482595 0.31172703 0.25228442 0.12382743
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final inputs: [ 0.33974033]
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oet: [-1.35669567]
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hidden inputs: [-0.97147493 -0.6552725 -1.13187235 -1.09426021 -1.749593 -0.89673794
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hidden Outputs: [ 0.27458662 0.34180238 0.24381573 0.2508169 0.14809854 0.28972131
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final inputs: [-0.50871887]
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oet: [-0.13886171]
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hidden inputs: [-1.99609991 -1.47110261 -0.87262557 -0.75426141 -1.19917521 -1.50665618
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hidden Outputs: [ 0.11961302 0.18677508 0.29470827 0.31989347 0.23162197 0.18143488
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final inputs: [ 0.2300509]
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oet: [-0.39799561]
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hidden inputs: [-1.58070576 -1.9911038 -1.70893471 -1.84150044 -1.24009236 -2.06112583
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hidden Outputs: [ 0.17069555 0.12014014 0.15330194 0.13687394 0.22441991 0.112933
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final inputs: [ 0.02191838]
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oet: [ 0.75838255]
Progress: 16.5% ... Training loss: 0.653 ... Validation loss: 1.126[ 0.00041811]
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hidden Outputs: [ 0.194149 0.14806051 0.14139209 0.18213533 0.19051076 0.16983705
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oet: [-0.2499327]
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hidden Outputs: [ 0.03923906 0.13809708 0.10455347 0.17510569 0.10071307 0.07266041
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final inputs: [ 0.26195108]
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hidden Outputs: [ 0.25359866 0.13022228 0.13270253 0.19391293 0.16502536 0.1646734
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final inputs: [ 0.00508876]
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final inputs: [ 0.30551346]
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oet: [ 0.90480584]
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oet: [-0.78175056]
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hidden Outputs: [ 0.0923912 0.07957723 0.07034485 0.12672012 0.12504651 0.04807511
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hidden Outputs: [ 0.35681161 0.33346124 0.34185976 0.26498653 0.33362927 0.37887436
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final inputs: [-0.06981444]
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oet: [ 1.04858539]
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hidden Outputs: [ 0.30605767 0.32069681 0.19259452 0.13788548 0.17159853 0.24006432
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oet: [ 2.18459332]
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hidden inputs: [-2.41672788 -2.42182654 -1.41499373 -1.13256611 -0.51916542 -2.14847636
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final inputs: [ 1.17079962]
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oet: [-0.21959395]
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hidden inputs: [-1.06860516 -0.45904629 -0.41242596 -1.16454581 -1.16905547 -0.45856405
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final inputs: [-0.60906587]
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oet: [-0.11018445]
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hidden Outputs: [ 0.06151417 0.12620658 0.12037177 0.22133845 0.16356487 0.07894195
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final inputs: [ 0.35141828]
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oet: [-0.49731077]
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hidden inputs: [-0.7375793 -0.64970558 -0.63314257 -1.28097786 -0.79046249 -0.98041448
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final inputs: [-0.41161608]
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oet: [-0.60533926]
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hidden inputs: [-2.484987 -1.36320098 -1.11959247 -1.72877029 -1.70548185 -2.34072975
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hidden Outputs: [ 0.07691737 0.20372055 0.24608688 0.15074494 0.15375066 0.08780545
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final inputs: [ 0.17241436]
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oet: [-0.56639437]
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hidden Outputs: [ 0.29115064 0.18662007 0.260306 0.21124219 0.19076323 0.15752217
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final inputs: [ 0.08104977]
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oet: [-0.54118645]
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hidden inputs: [-0.87869082 -0.9974751 -1.30939405 -1.58445008 -0.96189176 -0.98070653
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hidden Outputs: [ 0.29344915 0.26943814 0.21258826 0.17016616 0.27649959 0.27275162
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final inputs: [-0.54603201]
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oet: [ 0.86323623]
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hidden inputs: [-1.27993232 -1.14653041 -1.2610863 -0.91554052 -1.03819955 -0.96670706
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hidden Outputs: [ 0.21756174 0.24112339 0.22078695 0.28586742 0.26149754 0.27553734
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final inputs: [ 0.14318221]
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oet: [-0.76319751]
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oet: [ 0.37381438]
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hidden Outputs: [ 0.57780079 0.38675484 0.33263246 0.40885401 0.34926628 0.4532991
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oet: [-0.77498352]
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oet: [-0.49984341]
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oet: [-0.90632904]
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oet: [ 0.13152506]
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oet: [-0.16753426]
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hidden Outputs: [ 0.15363865 0.15065806 0.16280792 0.12676833 0.18075578 0.15820037
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oet: [ 1.11579345]
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hidden inputs: [-1.48148174 -1.64475811 -1.1984328 -0.61943635 -1.30307043 -1.49417123
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hidden Outputs: [ 0.18520372 0.16181867 0.23175413 0.34990965 0.21364872 0.18329647
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final inputs: [ 0.17747051]
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oet: [-1.19993891]
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hidden inputs: [-2.60358117 -1.26574579 -1.3957217 -1.2814273 -2.04711744 -1.77825803
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final inputs: [-0.03426741]
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oet: [-0.48099983]
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final inputs: [-0.2186415]
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oet: [-0.13123406]
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final inputs: [ 0.43920256]
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oet: [-0.88831313]
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oet: [ 0.05078296]
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hidden inputs: [-2.32086763 -2.06252934 -1.82249644 -1.34648468 -1.57312755 -2.15577513
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hidden Outputs: [ 0.0894094 0.11279247 0.13913459 0.20644568 0.17177099 0.10379279
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final inputs: [ 0.53175393]
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oet: [-0.17595832]
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hidden Outputs: [ 0.14853143 0.32810353 0.27216776 0.22604916 0.21145436 0.30690447
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final inputs: [-0.32423433]
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oet: [ 0.07359378]
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oet: [-0.78748321]
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hidden inputs: [-2.21378965 -1.64268903 -1.76709957 -1.35638735 -2.18837721 -1.76879875
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hidden Outputs: [ 0.09851899 0.1620995 0.1459034 0.20482808 0.10079909 0.14569178
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final inputs: [-0.07582133]
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oet: [-0.57175925]
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hidden inputs: [ 0.49862496 -0.26486949 -0.36290444 -1.13249244 -0.96584074 0.10981776
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hidden Outputs: [ 0.62213614 0.43416706 0.41025666 0.24370142 0.27571031 0.52742688
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oet: [ 0.03818742]
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hidden inputs: [-2.85597826 -2.7913384 -2.22256893 -1.35158655 -1.8121877 -3.15099607
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final inputs: [ 0.7595625]
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oet: [-0.65185441]
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hidden inputs: [-1.83392229 -0.84789788 -0.66801107 -2.00605558 -0.8954115 -1.3529706
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final inputs: [-0.12775583]
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oet: [ 0.13622891]
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hidden Outputs: [ 0.26956026 0.28641516 0.17141625 0.08005799 0.15445743 0.14275906
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final inputs: [-0.45565298]
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oet: [ 1.85892924]
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hidden inputs: [-2.46133227 -2.45777588 -1.3388351 -1.40552141 -2.14310945 -2.59227774
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hidden Outputs: [ 0.07861378 0.07887177 0.20770169 0.19694141 0.10497688 0.06963707
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final inputs: [ 0.48856193]
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oet: [ 1.00843629]
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hidden inputs: [-1.24077123 -2.05652795 -1.31721005 -0.66844733 -1.99759385 -1.54991921
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hidden Outputs: [ 0.22430177 0.11339443 0.21128284 0.3388446 0.11945578 0.17509794
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final inputs: [ 0.22415554]
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oet: [ 0.53960622]
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hidden inputs: [-1.07642533 -1.80346538 -1.42469453 -0.51888156 -1.26251057 -1.20914405
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hidden Outputs: [ 0.25418309 0.14142975 0.19392668 0.3731138 0.22054201 0.22985254
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final inputs: [ 0.27295846]
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oet: [ 0.28130717]
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oet: [ 0.92218168]
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oet: [ 0.44608835]
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oet: [-1.30862164]
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hidden inputs: [-1.48304772 -1.72734524 -1.53905208 -0.88180444 -1.2349092 -1.25016815
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hidden Outputs: [ 0.18496752 0.15092747 0.17667312 0.29280399 0.22532336 0.22267103
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final inputs: [ 0.1862226]
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oet: [ 1.08474032]
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oet: [-0.74275677]
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final inputs: [ 0.29278113]
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hidden Outputs: [ 0.05048788 0.15851152 0.17232112 0.3359549 0.31033729 0.08774601
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final inputs: [ 0.78732355]
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oet: [-0.92770298]
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hidden Outputs: [ 0.12817288 0.1069156 0.20071109 0.24207717 0.1932347 0.17276577
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final inputs: [ 0.30551346]
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oet: [ 0.90480584]
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hidden Outputs: [ 0.29825819 0.18441982 0.14479867 0.22448007 0.23174544 0.31914087
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final inputs: [-0.1397256]
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oet: [-0.75042945]
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hidden Outputs: [ 0.07975634 0.06542271 0.09416001 0.28369023 0.16820315 0.07978443
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oet: [ 0.0061421]
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oet: [ 0.25592835]
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oet: [-0.78406283]
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final inputs: [-0.40775734]
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oet: [-0.21777103]
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hidden Outputs: [ 0.22791505 0.21111329 0.17685588 0.15110189 0.24806906 0.16325155
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oet: [-0.00958202]
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final inputs: [ 0.1900952]
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oet: [-0.3966313]
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oet: [-0.03412015]
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hidden Outputs: [ 0.07059006 0.08725794 0.13355971 0.26555428 0.1366253 0.070814
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final inputs: [ 0.47875995]
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oet: [-0.84517468]
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hidden inputs: [-2.41367579 -2.70881829 -1.54721894 -1.11848286 -1.43305874 -2.73816041
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hidden Outputs: [ 0.08213578 0.06245501 0.1754883 0.24629281 0.19262254 0.0607588
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final inputs: [ 0.77432016]
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oet: [-0.79892541]
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hidden inputs: [-0.83079324 -0.11594312 -0.92985485 -1.56642831 -1.6508962 -0.8289925
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hidden Outputs: [ 0.30347737 0.47104665 0.28295416 0.17272616 0.16098786 0.30385814
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final inputs: [-0.76742812]
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oet: [-0.11170082]
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hidden inputs: [-1.19075193 -1.1455914 -0.75170323 -1.45309393 -0.98744713 -0.81786184
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hidden Outputs: [ 0.23312448 0.24129525 0.32045029 0.18952586 0.27141661 0.30621772
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final inputs: [-0.39889171]
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oet: [-0.56844612]
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hidden Outputs: [ 0.33582398 0.26396106 0.20703527 0.29843805 0.41284703 0.37347748
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final inputs: [-0.31579684]
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oet: [ 0.35734826]
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hidden inputs: [-2.08449327 -0.6038995 -1.55834592 -1.39278801 -1.55917908 -1.19185413
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hidden Outputs: [ 0.11061315 0.35345206 0.17388413 0.19896304 0.17376448 0.23292749
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final inputs: [-0.36709419]
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oet: [-0.14817305]
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hidden inputs: [-2.33100964 -1.61788994 -1.05327986 -0.62756045 -0.96152443 -1.13127412
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hidden Outputs: [ 0.08858711 0.16549608 0.25859577 0.3480639 0.27657308 0.24392604
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final inputs: [ 0.54925253]
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oet: [ 0.69965816]
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hidden inputs: [-1.09626797 -1.04604099 -1.26416175 -0.79004706 -0.82652696 -1.47448281
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hidden Outputs: [ 0.25043982 0.25998606 0.2202583 0.31215857 0.30437993 0.1862622
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final inputs: [ 0.13497184]
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oet: [ 0.58725142]
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hidden inputs: [-0.15690819 -0.22326647 -0.16322748 -1.68266557 -0.62551237 0.09658806
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oet: [ 0.72674858]
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hidden inputs: [-1.19417875 -0.87713966 -0.64342368 -1.61352894 -0.20292736 -1.21284191
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final inputs: [ 0.26604214]
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oet: [-0.27962128]
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hidden Outputs: [ 0.27283502 0.29429147 0.2684253 0.18559847 0.19829279 0.38403666
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final inputs: [-0.73820633]
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oet: [ 0.04100824]
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hidden Outputs: [ 0.25443823 0.22472352 0.24651244 0.35400893 0.3177025 0.40930652
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final inputs: [ 0.12711182]
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oet: [ 1.04461609]
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hidden Outputs: [ 0.19667834 0.17438293 0.26887822 0.19354271 0.19278667 0.17824083
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final inputs: [ 0.11549746]
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oet: [ 1.48624882]
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hidden Outputs: [ 0.12504538 0.09787127 0.15432428 0.22262236 0.2707874 0.11729604
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final inputs: [ 0.54050119]
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oet: [-1.39206485]
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hidden inputs: [-3.08376338 -2.73292361 -2.45909774 -0.79368862 -1.22259924 -3.29268968
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hidden Outputs: [ 0.04378199 0.06105834 0.07877579 0.3113772 0.22747936 0.03582283
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final inputs: [ 1.323643]
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oet: [-0.74732515]
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hidden inputs: [-1.6742381 -1.55725681 -1.47365351 -1.06929393 -1.66619615 -2.11702884
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hidden Outputs: [ 0.15785995 0.17404063 0.18638793 0.25553738 0.15893199 0.10745269
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final inputs: [ 0.20431013]
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oet: [ 0.97844389]
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oet: [ 0.73276787]
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oet: [-0.11217522]
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hidden Outputs: [ 0.17489384 0.15377345 0.14810689 0.227435 0.23419015 0.15892221
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final inputs: [ 0.28350919]
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oet: [ 0.88821872]
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hidden inputs: [-1.66522509 -1.36435905 -1.59088155 -1.01034563 -1.34896153 -1.15076653
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oet: [-0.6150208]
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final inputs: [-0.00683672]
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oet: [ 0.88637266]
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hidden Outputs: [ 0.12274062 0.17036953 0.17347968 0.20444543 0.22628046 0.20453597
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oet: [-0.22876257]
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oet: [-0.58224341]
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hidden Outputs: [ 0.10678486 0.09403419 0.18060834 0.31741527 0.28951022 0.11653341
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final inputs: [ 0.77683121]
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oet: [ 0.10270473]
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hidden inputs: [-0.42182774 -1.16703812 -0.83265095 -1.34863918 -0.92277483 -0.90592636
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hidden Outputs: [ 0.39607947 0.23739078 0.30308483 0.20609294 0.28439284 0.28783415
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final inputs: [-0.46765339]
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oet: [-0.54378889]
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hidden inputs: [-1.50484447 -0.85590911 -1.32508462 -1.5368117 -0.94816244 -1.82798115
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hidden Outputs: [ 0.1817041 0.29819476 0.20997359 0.17699924 0.27925452 0.13847895
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hidden Outputs: [ 0.16472325 0.15019965 0.31714691 0.37487844 0.25897398 0.25641592
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final inputs: [ 0.1714089]
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hidden inputs: [-1.22914429 -1.49671587 -1.53074822 -0.58014262 -1.50099049 -1.15934717
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hidden Outputs: [ 0.22633123 0.18291585 0.17788424 0.35889978 0.18227784 0.23878593
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final inputs: [ 0.02592718]
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oet: [ 0.73232152]
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final inputs: [ 0.28444622]
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oet: [-1.30140156]
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final inputs: [ 1.05324156]
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oet: [ 2.36781322]
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hidden Outputs: [ 0.24691425 0.23120283 0.24195771 0.10318709 0.31403575 0.23822982
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final inputs: [-0.19856305]
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oet: [ 0.26767975]
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hidden Outputs: [ 0.07755791 0.15035694 0.22549534 0.13052568 0.20795991 0.10729199
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final inputs: [ 0.26137469]
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oet: [ 0.77252682]
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final inputs: [-0.22274455]
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oet: [-0.52407104]
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hidden Outputs: [ 0.53541901 0.40100215 0.21372296 0.21037833 0.33351107 0.39397693
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final inputs: [-0.62922343]
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oet: [-0.40427108]
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hidden inputs: [-2.17961346 -2.15470708 -1.39609006 -1.01727987 -1.32208785 -1.65793826
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hidden Outputs: [ 0.1015962 0.10389218 0.19843729 0.26555759 0.21047114 0.16003896
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final inputs: [ 0.72582919]
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oet: [-0.7559475]
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hidden inputs: [-1.44323402 -2.18741762 -2.3663831 -1.63758566 -2.12209191 -2.26031167
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hidden Outputs: [ 0.19104504 0.10088609 0.08577234 0.16279385 0.10696807 0.0944637
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final inputs: [ 0.00445301]
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oet: [-0.99935613]
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hidden inputs: [-0.93600491 -1.36258555 -1.1263223 -0.73759923 -1.2325638 -1.17447364
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hidden Outputs: [ 0.28170804 0.2038204 0.24484045 0.32352935 0.22573302 0.23604731
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final inputs: [-0.00753749]
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oet: [-0.98185257]
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hidden inputs: [-2.77047189 -2.56487469 -1.79321911 -1.09474094 -1.43413165 -3.05670578
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hidden Outputs: [ 0.05894083 0.07143352 0.1426785 0.25072658 0.19245574 0.04492885
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final inputs: [ 0.72794333]
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oet: [ 0.03581843]
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hidden inputs: [-0.97065192 -1.5813366 -1.22078254 -1.97104648 -0.85025556 -1.13302639
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hidden Outputs: [ 0.27475058 0.17060627 0.22779877 0.12227653 0.29937925 0.24360302
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final inputs: [ 0.03745513]
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oet: [-0.33771319]
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hidden inputs: [-2.59026553 -2.63399216 -2.05507917 -0.94519032 -1.36712817 -2.16915764
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hidden Outputs: [ 0.06976755 0.06698253 0.11354017 0.27985311 0.20308423 0.10255454
0.26174835 0.17220505 0.2153524 0.05346088 0.27385548 0.10802328
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final inputs: [ 0.64048368]
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oet: [ 1.26448068]
Progress: 17.0% ... Training loss: 0.651 ... Validation loss: 1.142[ 0.24782645]
X: [ 1. 0. -0.81528007 -1.48877358 0.51988127 0. 1.
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hidden inputs: [-2.35303914 -1.49641569 -1.39721834 -1.25719178 -1.8339744 -1.99887145
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hidden Outputs: [ 0.08682451 0.18296072 0.19825789 0.22145769 0.13776549 0.11932146
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final inputs: [ 0.24782645]
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oet: [-0.61424117]
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hidden inputs: [-2.2862601 -2.04311729 -2.01653731 -1.50832435 -1.4242988 -2.46770006
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hidden Outputs: [ 0.0922673 0.11474969 0.11747752 0.18118726 0.19398855 0.07815378
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final inputs: [ 0.2006578]
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oet: [-0.20872388]
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hidden inputs: [-1.97658517 -1.23394518 -0.90377476 -1.36113868 -0.8211813 -1.44882273
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hidden Outputs: [ 0.12168333 0.22549167 0.2882754 0.2040553 0.30551296 0.19018282
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final inputs: [ 0.1665342]
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oet: [-0.79757562]
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hidden inputs: [-0.48331605 -1.03770677 -0.96709919 -0.85151083 -1.45813282 -1.25312154
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hidden Outputs: [ 0.38146939 0.26159272 0.27545907 0.29911602 0.18875307 0.22216025
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oet: [ 0.22812304]
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hidden inputs: [-0.89722591 -1.21295065 -1.22325757 -1.85785843 -1.55200954 -0.9832343
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hidden Outputs: [ 0.28962091 0.22917938 0.22736369 0.13495286 0.17479622 0.2722505
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final inputs: [-0.30132585]
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oet: [ 0.24915532]
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hidden inputs: [-1.29530675 -1.17322944 -0.33873906 -1.36206492 -0.92255737 -1.00543456
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hidden Outputs: [ 0.21495594 0.23627174 0.41611581 0.2039049 0.2844371 0.26787427
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final inputs: [-0.140587]
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oet: [-0.03838382]
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hidden inputs: [-2.72957129 -2.09650637 -2.07035153 -1.39865421 -1.04260488 -2.1073113
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hidden Outputs: [ 0.06125081 0.10943685 0.11201207 0.19802975 0.26064769 0.10838823
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final inputs: [ 0.60005598]
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oet: [ 0.08100994]
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hidden inputs: [-0.08624197 -0.65657756 0.26996442 -1.05004938 -0.93538956 0.12935293
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hidden Outputs: [ 0.47845286 0.34150883 0.56708417 0.25921562 0.28183257 0.53229322
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final inputs: [-0.63686252]
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oet: [ 0.03338638]
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hidden inputs: [-2.46906293 -1.68909814 -1.63507722 -1.3110271 -2.37044943 -1.97596511
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final inputs: [ 0.14526957]
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oet: [-0.53373652]
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hidden inputs: [-0.58683507 -0.91898135 -0.98555941 -0.9660758 -0.3466995 -0.76074279
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hidden Outputs: [ 0.35736137 0.2851655 0.27179007 0.27566337 0.41418301 0.31848502
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final inputs: [-0.19886417]
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oet: [ 1.65727099]
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hidden inputs: [-1.41877643 -1.14760406 -0.89377734 -0.94989619 -1.14459053 -0.79656727
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hidden Outputs: [ 0.19485347 0.24092698 0.29033093 0.2789057 0.24147853 0.31076029
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final inputs: [-0.23278898]
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oet: [-0.3155566]
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hidden inputs: [-0.28852666 -1.50351594 -1.28730139 -1.45477232 -0.98180382 -0.86381382
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hidden Outputs: [ 0.4283646 0.18190172 0.21630993 0.18926819 0.27253401 0.29654315
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final inputs: [-0.40768177]
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oet: [-0.50452551]
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hidden inputs: [-2.17798931 -1.73952592 -1.39876567 -1.4896941 -1.09379029 -2.10258138
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hidden Outputs: [ 0.10174454 0.14937316 0.19801205 0.18396765 0.25090521 0.10884618
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final inputs: [ 0.07237182]
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oet: [-0.68136102]
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hidden inputs: [-1.65070892 -2.33522924 -2.21783855 -1.65682231 -1.91551353 -2.18578807
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hidden Outputs: [ 0.16101316 0.08824701 0.09815998 0.16018903 0.1283627 0.101034
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final inputs: [ 0.11092247]
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oet: [-0.92389473]
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...,
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hidden inputs: [ 0.31882034 -0.03431474 -0.47293776 -0.78936835 -1.14781534 0.19246885
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hidden Outputs: [ 0.57903673 0.49142216 0.38392115 0.31230431 0.24088835 0.54796922
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final inputs: [-1.26640011]
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oet: [ 0.4203495]
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hidden inputs: [-1.41883112 -0.67708029 -0.73817131 -1.37983122 -0.95453099 -1.43072463
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hidden Outputs: [ 0.19484489 0.33691326 0.32340416 0.20103611 0.27797452 0.1929858
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final inputs: [ 0.18458594]
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oet: [-0.21470425]
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hidden inputs: [-1.27802767 -1.98085323 -1.77820873 -1.25909236 -1.87443663 -1.59249262
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hidden Outputs: [ 0.21788614 0.12122791 0.14452446 0.22113018 0.1330292 0.16903349
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final inputs: [-0.02557014]
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oet: [-0.95279381]
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hidden inputs: [-1.79185033 -1.09003665 -0.30632109 -1.46675352 -0.83985903 -1.51544945
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hidden Outputs: [ 0.14284602 0.25161138 0.42401297 0.18743656 0.30156448 0.18013259
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final inputs: [ 0.00277483]
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oet: [-0.44085929]
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hidden inputs: [-2.46759373 -2.20040715 -2.16471483 -0.83668853 -1.4426581 -1.94753319
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hidden Outputs: [ 0.07816144 0.09971393 0.10296416 0.30223268 0.19113406 0.12482259
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final inputs: [ 0.45263232]
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oet: [ 0.63639975]
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hidden inputs: [ 1.94963951e-03 -4.32137494e-03 -9.75297356e-01 -1.39053375e+00
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hidden Outputs: [ 0.50048741 0.49891966 0.27382589 0.19932256 0.14553303 0.36919982
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final inputs: [-0.89286538]
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oet: [-0.10203774]
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hidden inputs: [-2.25784053 -1.41249885 -1.2725158 -1.64901224 -1.9407113 -2.07204507
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hidden Outputs: [ 0.0946753 0.19584022 0.21882689 0.16124249 0.12556973 0.11184373
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final inputs: [ 0.06931328]
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oet: [-0.37508439]
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hidden inputs: [-0.57291417 -1.21702225 -0.94408642 -1.23039919 -1.17328201 -0.63356718
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hidden Outputs: [ 0.36056467 0.2284609 0.28007564 0.22611157 0.23626226 0.34670213
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final inputs: [-0.49442536]
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oet: [-0.51701692]
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hidden Outputs: [ 0.22410907 0.27185299 0.47759093 0.28331336 0.41224514 0.40396236
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final inputs: [ 0.17638352]
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oet: [-0.14585821]
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hidden inputs: [-2.55236871 -2.29636937 -2.02372072 -0.53983496 -1.34197094 -2.12004076
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hidden Outputs: [ 0.07226751 0.0914241 0.11673481 0.36822598 0.20718613 0.10716417
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final inputs: [ 0.80107657]
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oet: [ 0.8392611]
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hidden inputs: [-0.85042644 -0.67866284 -0.34943193 -0.93246429 -0.20138063 -0.29406501
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hidden Outputs: [ 0.29934341 0.33655981 0.41352018 0.28242503 0.4498243 0.42700898
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final inputs: [-0.2926158]
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oet: [-0.08482504]
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hidden inputs: [-0.55164966 -0.85056795 -1.15900707 -1.4048765 -0.79536471 -0.75577869
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hidden Outputs: [ 0.36548176 0.29931373 0.23884775 0.19704343 0.31101792 0.31956346
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oet: [-0.4293768]
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final inputs: [-0.84197378]
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oet: [ 0.14477569]
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hidden Outputs: [ 0.27263281 0.20120599 0.24316931 0.22617327 0.27159382 0.22033138
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final inputs: [-0.12573786]
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oet: [ 0.139724]
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hidden Outputs: [ 0.14022755 0.09418292 0.16793618 0.24662654 0.25948365 0.06635257
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final inputs: [ 0.96250694]
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oet: [ 0.99758798]
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hidden inputs: [-1.25161558 -0.82628546 -0.8700532 -1.9682382 -1.12555433 -1.19196546
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hidden Outputs: [ 0.2224206 0.30443106 0.29524323 0.12257825 0.24498247 0.2329076
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final inputs: [-0.47445658]
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oet: [ 0.97910471]
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hidden inputs: [-1.8968923 -2.63527034 -2.39873785 -1.6244139 -1.23974296 -2.90072219
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hidden Outputs: [ 0.13046061 0.06690269 0.08326899 0.16459704 0.22448073 0.05211787
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final inputs: [ 0.36875756]
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oet: [-0.27207557]
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hidden Outputs: [ 0.11666595 0.14418315 0.15867126 0.2056143 0.2381533 0.18093212
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0.40965305 0.17156905 0.21660548 0.10861829 0.1209374 0.172192
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final inputs: [ 0.35927441]
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oet: [ 0.00754731]
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hidden inputs: [-1.21022174 -0.67261295 -0.80767506 -1.46216747 -0.97248527 -1.70715841
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hidden Outputs: [ 0.22966182 0.33791201 0.30838615 0.18813604 0.27438541 0.15353265
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final inputs: [ 0.01351047]
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oet: [-0.45710798]
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...,
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hidden inputs: [ 0.08711214 0.04942365 -0.54153499 -0.73107136 -1.31666186 0.2848435
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hidden Outputs: [ 0.52176427 0.5123534 0.36783058 0.32495967 0.21137421 0.57073327
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final inputs: [-1.19221493]
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oet: [ 0.41232099]
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...,
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hidden inputs: [-2.59862849 -2.21142767 -1.83298355 -1.12474507 -1.21773486 -2.96545033
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hidden Outputs: [ 0.06922674 0.09872896 0.13788323 0.24513218 0.22833532 0.04901134
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final inputs: [ 0.87368873]
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oet: [-1.38344292]
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hidden inputs: [-1.0770643 -1.69888997 -1.40627623 -1.64482376 -1.70417735 -1.81014481
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hidden Outputs: [ 0.25406197 0.1546103 0.19682206 0.16180976 0.15392047 0.14062063
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final inputs: [-0.05899158]
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oet: [-0.15305758]
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hidden inputs: [-1.56212226 -1.31375608 -1.18707582 -1.98345697 -1.56135285 -1.52821691
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hidden Outputs: [ 0.17334233 0.21185899 0.23378233 0.1209508 0.17345261 0.17825472
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final inputs: [-0.24011663]
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oet: [ 1.62685372]
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hidden inputs: [-1.43250888 -2.28741077 -1.21093467 -0.65073597 -1.15637758 -1.43495131
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hidden Outputs: [ 0.19270807 0.09217098 0.22953571 0.34282371 0.23932612 0.19232839
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final inputs: [ 0.73841797]
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oet: [ 0.92397192]
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hidden inputs: [-1.86153384 -0.83068507 -1.28556437 -1.43852331 -1.31492507 -1.06786724
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hidden Outputs: [ 0.13452437 0.30350024 0.21660453 0.19177413 0.21166387 0.25580889
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final inputs: [-0.36185016]
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oet: [-0.31329571]
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hidden inputs: [-2.03239465 -2.40060961 -1.50029131 -1.28486174 -1.65872047 -2.1416009
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hidden Outputs: [ 0.11584343 0.08312622 0.18238208 0.21672378 0.15993383 0.1051187
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final inputs: [ 0.35814485]
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oet: [-0.23389759]
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hidden inputs: [-0.93817085 -0.77766195 -1.05916575 -0.53253832 -0.58678954 -1.23227873
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hidden Outputs: [ 0.28126997 0.31482401 0.25746891 0.36992506 0.35737182 0.22578284
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final inputs: [ 0.13170162]
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oet: [ 0.40602485]
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...,
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hidden inputs: [-0.92315558 -1.17078371 -1.44182506 -1.27951302 -0.58366411 -1.28245027
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hidden Outputs: [ 0.28431536 0.23671335 0.19126289 0.21763313 0.35808992 0.21713342
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oet: [-0.19199237]
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...,
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hidden inputs: [-1.38196221 -1.94568296 -2.25088978 -1.90787429 -1.51483249 -1.93255247
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hidden Outputs: [ 0.20069404 0.12502485 0.09527274 0.12921985 0.18022372 0.12646833
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final inputs: [ 0.00185023]
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oet: [-1.00777946]
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...,
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hidden inputs: [ 0.22288572 0.29471227 -0.63854187 -1.16205805 -0.44474391 -0.05430189
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hidden Outputs: [ 0.55549189 0.57314938 0.34557623 0.23829353 0.39061117 0.48642786
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final inputs: [-0.93077842]
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oet: [-0.05861164]
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hidden inputs: [ 0.30651636 -0.46772431 -0.6987897 -0.36668312 -0.61887044 -0.1935115
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hidden Outputs: [ 0.57603472 0.38515501 0.33208062 0.40934274 0.3500384 0.45177253
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final inputs: [-0.77929602]
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oet: [-0.24868544]
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hidden inputs: [-1.23569348 -0.1675526 -0.13080994 -0.85949884 -0.96402804 -0.4486449
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hidden Outputs: [ 0.22518649 0.45820957 0.46734407 0.29744406 0.27607244 0.389683
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final inputs: [-0.56077501]
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oet: [-0.45066728]
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hidden inputs: [-0.07051378 0.15893118 -0.66149335 -1.40113363 -1.32207854 -0.14506395
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hidden Outputs: [ 0.48237886 0.53964937 0.34040423 0.19763628 0.21047269 0.46379748
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final inputs: [-1.1379687]
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oet: [ 0.36358783]
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hidden inputs: [-2.30550839 -2.27415024 -1.76930551 -1.50601621 -1.31843771 -1.88985078
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hidden Outputs: [ 0.09066778 0.09328657 0.14562872 0.18152994 0.21107833 0.13126148
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final inputs: [ 0.53648903]
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oet: [ 0.27689023]
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hidden inputs: [-1.23040882 -1.77323809 -1.54368295 -1.08262924 -1.47051295 -1.4379325
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hidden Outputs: [ 0.22610988 0.1451401 0.17600052 0.25300878 0.18686466 0.19186572
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final inputs: [ 0.05316183]
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oet: [-0.49675934]
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hidden inputs: [-1.5674767 -0.85967129 -0.56784733 -0.89323491 -1.2875307 -1.07770064
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hidden Outputs: [ 0.17257641 0.29740803 0.36173369 0.29044271 0.21627106 0.25394139
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final inputs: [-0.21026955]
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oet: [-0.69642467]
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hidden Outputs: [ 0.33656668 0.33713089 0.3130319 0.21953241 0.30829911 0.30033137
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final inputs: [-0.4086749]
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oet: [-0.40981042]
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hidden inputs: [-0.68631863 -0.89080805 -1.03752611 -2.26552286 -0.87546282 -0.58520335
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hidden Outputs: [ 0.33485251 0.2909431 0.26162761 0.09401888 0.29411887 0.35773618
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final inputs: [-0.54064777]
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oet: [-0.09039365]
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hidden inputs: [-0.27812013 -0.84904855 -0.94026747 -0.92427875 -0.89366532 -0.09783796
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hidden Outputs: [ 0.43091471 0.29963248 0.28084632 0.28408687 0.29035401 0.47556
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final inputs: [-0.66659455]
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oet: [-0.10227327]
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hidden inputs: [-1.00321423 -1.07682518 -1.09915452 -1.13995942 -1.28187192 -0.83033605
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hidden Outputs: [ 0.26830993 0.25410729 0.24989834 0.24232781 0.21723175 0.30357402
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final inputs: [-0.55073523]
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oet: [-0.21261953]
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hidden inputs: [-1.68360963 -2.43121112 -2.10333078 -1.59588764 -1.58491461 -2.22695067
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hidden Outputs: [ 0.15661809 0.08082345 0.10877351 0.16855716 0.17010058 0.09735628
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final inputs: [ 0.18380709]
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oet: [ 0.9272772]
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hidden inputs: [-1.55861071 -0.57054773 -1.26266013 -1.18614018 -1.67367872 -0.9707579
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hidden Outputs: [ 0.17384609 0.36111045 0.22051631 0.23394997 0.15793433 0.27472946
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final inputs: [-0.43555344]
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oet: [-0.28369687]
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hidden inputs: [-0.54755817 -0.55461836 -1.04875833 -1.1946102 -1.3828964 -1.37670876
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hidden Outputs: [ 0.36643112 0.36479358 0.25946361 0.23243542 0.20054423 0.20153811
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final inputs: [-0.23363072]
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oet: [-0.60690682]
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hidden inputs: [-1.99240282 -1.85920474 -0.96868143 -1.45509687 -1.80444713 -2.09455936
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hidden Outputs: [ 0.12000289 0.13479577 0.2751434 0.18921839 0.14131058 0.10962675
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final inputs: [ 0.26599165]
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oet: [ 0.29378704]
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hidden inputs: [ 0.26060167 -0.00581513 -0.95616987 -1.06070669 -1.43759748 -0.12549418
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hidden Outputs: [ 0.56478419 0.49854622 0.27764571 0.25717443 0.19191767 0.46866756
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final inputs: [-0.84404549]
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oet: [-0.06816178]
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hidden inputs: [-1.5609645 -1.04160782 -0.7389365 -1.19482095 -1.37135673 -1.62861808
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hidden Outputs: [ 0.17350829 0.26083988 0.32323675 0.23239782 0.20240073 0.16401976
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final inputs: [-0.06991879]
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oet: [-0.93601044]
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...,
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hidden inputs: [-2.44949821 -2.66379179 -2.37425234 -1.22763405 -1.9408698 -2.95098591
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hidden Outputs: [ 0.07947525 0.06514403 0.08515727 0.22659579 0.12555233 0.04968994
0.32017286 0.15430882 0.19343779 0.05593508 0.49040743 0.06417031
0.33778175 0.07588796 0.15435392 0.08519965 0.09847521 0.14755313
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final inputs: [ 0.61691627]
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oet: [ 0.52173331]
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...,
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hidden inputs: [-0.9347995 -1.4399807 -1.26265516 -0.78096093 -1.68138796 -1.2205438
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hidden Outputs: [ 0.28195201 0.19154834 0.22051716 0.31411282 0.15691177 0.22784077
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final inputs: [-0.17165109]
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oet: [-0.69645173]
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...,
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hidden inputs: [-2.59142346 -1.95766527 -1.7386377 -1.05045527 -1.56559368 -1.74401892
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hidden Outputs: [ 0.06969244 0.12371994 0.14948606 0.25913769 0.17284546 0.14880318
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final inputs: [ 0.29574742]
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oet: [ 0.46801434]
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...,
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hidden inputs: [-2.485777 -1.84596672 -0.81710463 -0.78845581 -2.0141219 -2.06316001
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hidden Outputs: [ 0.0768613 0.13634715 0.30637861 0.31250033 0.11772817 0.11272937
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final inputs: [ 0.33515543]
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oet: [-1.28044104]
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...,
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hidden inputs: [-2.68243098 -2.86975757 -2.08147474 -0.87331399 -1.45873356 -2.80255106
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hidden Outputs: [ 0.06401806 0.05366896 0.11091046 0.2945652 0.1886611 0.05718648
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final inputs: [ 0.89598849]
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oet: [ 0.20406969]
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hidden inputs: [-2.03034344 -1.55650339 -0.40536067 -0.56388161 -1.11618679 -1.02862777
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hidden Outputs: [ 0.11605369 0.17414896 0.40002506 0.36264981 0.24671928 0.26335023
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final inputs: [ 0.0743041]
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oet: [-0.17057908]
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hidden inputs: [-2.77096471 -2.41407616 -1.94739328 -0.53533533 -1.38267294 -1.79995993
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hidden Outputs: [ 0.0589135 0.0821056 0.12483787 0.36927337 0.20058006 0.14185594
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final inputs: [ 0.96780488]
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oet: [-1.20190627]
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hidden inputs: [-0.91529371 -1.18736306 -1.33222123 -0.92415141 -0.81133774 -1.46583547
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hidden Outputs: [ 0.2859178 0.23373088 0.20879218 0.28411277 0.30760551 0.18757643
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final inputs: [ 0.00374935]
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oet: [ 2.00045002]
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hidden inputs: [-1.74574518 -1.77414701 -1.42445153 -1.79065688 -0.72975444 -2.26667294
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hidden Outputs: [ 0.14858466 0.14502737 0.19396467 0.14299221 0.32524862 0.09392096
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final inputs: [ 0.5530966]
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oet: [-0.26345766]
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...,
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hidden inputs: [-0.06518285 -0.67072709 -0.34802028 -0.62230263 -0.46850142 -0.28589609
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hidden Outputs: [ 0.48371005 0.33833405 0.41386258 0.34925793 0.384971 0.42900887
0.49358458 0.38793039 0.2753733 0.33014094 0.37622223 0.3361652
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final inputs: [-0.37503258]
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oet: [ 0.01964397]
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...,
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hidden inputs: [-0.62270385 -1.22565099 -1.64366107 -1.28740742 -1.0570518 -0.9518297
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hidden Outputs: [ 0.34916675 0.22694351 0.16196752 0.21629195 0.25787326 0.278517
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final inputs: [-0.32631256]
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oet: [-0.64102528]
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...,
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hidden inputs: [-0.52784221 -0.53639001 -1.49611737 -1.41476513 -0.90779463 -0.65707827
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hidden Outputs: [ 0.3710203 0.36902776 0.18300532 0.19548356 0.28745134 0.34139624
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final inputs: [-0.5795743]
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oet: [ 0.29034236]
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...,
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hidden inputs: [-0.59190491 -0.65568521 -1.19212853 -0.89071842 -0.88429873 -0.82006292
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hidden Outputs: [ 0.3561979 0.34170953 0.23287847 0.29096159 0.29228777 0.3057503
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final inputs: [-0.29952797]
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oet: [-0.7008882]
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hidden inputs: [ 0.27334306 -0.41235783 -0.71376669 -0.40393147 -0.85485785 -0.0423778
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hidden Outputs: [ 0.56791344 0.39834689 0.32876707 0.40036813 0.29841481 0.48940714
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final inputs: [-0.59691503]
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oet: [-0.40350115]
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hidden inputs: [-0.56193973 -0.57174838 -1.38587589 -2.54488475 -1.264104 -1.15829484
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hidden Outputs: [ 0.36309876 0.36083349 0.20006696 0.07277088 0.22026822 0.23897726
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final inputs: [-0.69396897]
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oet: [ 1.20413015]
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hidden inputs: [-2.3978256 -2.17595384 -1.41938693 -1.46215133 -0.86464015 -2.302811
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hidden Outputs: [ 0.08333866 0.10193072 0.19475771 0.1881385 0.2963708 0.09089042
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final inputs: [ 1.03941423]
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oet: [ 2.51946695]
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hidden inputs: [-0.75366742 -1.69931612 -1.24135654 -1.91925038 -1.38439829 -1.16403856
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hidden Outputs: [ 0.32002271 0.1545546 0.22419995 0.12794518 0.20030354 0.23793423
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final inputs: [-0.15259467]
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oet: [-0.07599366]
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hidden inputs: [-2.32842222 -1.92385228 -1.62883148 -0.7770508 -0.66951328 -1.89164243
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hidden Outputs: [ 0.08879624 0.1274326 0.1639905 0.31495585 0.33860583 0.13105731
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final inputs: [ 0.67015964]
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oet: [ 0.672473]
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hidden inputs: [-0.5498396 -0.67541495 -0.42067435 -0.94714901 -0.73333249 -0.8570254
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hidden Outputs: [ 0.36590162 0.3372854 0.3963554 0.27945854 0.32446386 0.2979612
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0.2729209 0.33093338 0.22694258 0.40300538 0.22524609 0.3015346
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final inputs: [-0.28731986]
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oet: [-0.16179071]
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hidden inputs: [-0.90084751 -1.64487061 -1.48885921 -0.96012844 -1.23340447 -1.50369714
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hidden Outputs: [ 0.28887636 0.16180341 0.18409302 0.27685248 0.22558612 0.18187476
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final inputs: [ 0.23458589]
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oet: [-1.14679317]
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...,
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hidden inputs: [-2.50002075 -2.18258056 -1.77498126 -0.95825888 -0.91944801 -2.24970396
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hidden Outputs: [ 0.07585673 0.1013257 0.14492395 0.27722693 0.28507038 0.095375
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final inputs: [ 0.64130874]
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oet: [-0.80925345]
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...,
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hidden inputs: [ 0.65279004 -0.13550496 -0.54950434 -1.34348667 -1.3077638 -0.14976743
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hidden Outputs: [ 0.65763892 0.4661755 0.36597941 0.20693726 0.21286128 0.46262797
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final inputs: [-0.99786333]
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oet: [ 0.01398632]
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hidden inputs: [-1.95751152 -1.13985192 -1.66427774 -1.91365579 -1.95796947 -1.9854733
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hidden Outputs: [ 0.12373661 0.24234755 0.1591886 0.1285707 0.12368697 0.12073659
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final inputs: [-0.21747744]
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oet: [-0.68370372]
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hidden inputs: [-0.07479975 -0.54492037 -0.64911112 -1.15533436 -1.16207007 -0.4622552
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hidden Outputs: [ 0.48130878 0.36704372 0.34318987 0.23951609 0.23829135 0.38645096
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final inputs: [-0.69317519]
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oet: [ 0.76229189]
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hidden inputs: [-2.36942152 -1.47301753 -1.76800306 -1.78580103 -2.19446779 -2.04177201
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hidden Outputs: [ 0.08553438 0.1864844 0.14579084 0.1435883 0.10024838 0.11488642
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final inputs: [-0.06516626]
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oet: [-0.51074459]
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hidden inputs: [-0.80856078 -1.2661027 -1.36488625 -1.14570409 -0.60030214 -1.68708045
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hidden Outputs: [ 0.30819727 0.21992514 0.20344731 0.24127462 0.35427457 0.15616018
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final inputs: [ 0.36459587]
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oet: [ 0.31647006]
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hidden inputs: [-1.82421395 -1.36286032 -1.74770289 -1.99358858 -2.35464817 -1.91159661
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hidden Outputs: [ 0.138929 0.20377582 0.14833716 0.11987772 0.08669702 0.12880159
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final inputs: [-0.27757043]
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oet: [-0.7283588]
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hidden inputs: [-1.42997129 -1.92894136 -1.58689069 -1.38438561 -1.33387649 -2.34164859
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hidden Outputs: [ 0.19310316 0.1268678 0.1698218 0.20030558 0.20851887 0.08773188
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final inputs: [ 0.27375803]
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oet: [-0.54093775]
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hidden inputs: [-1.47273678 -1.91751505 -1.85276889 -1.14064168 -0.83703071 -2.26770211
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hidden Outputs: [ 0.18652699 0.12813893 0.13554813 0.24220257 0.30216052 0.09383342
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final inputs: [ 0.51409779]
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oet: [-0.24651107]
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hidden inputs: [ 0.41582872 -0.42040214 -0.47006908 -0.50322364 -1.24273745 0.06025809
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hidden Outputs: [ 0.60248467 0.39642053 0.38459989 0.3767834 0.22395985 0.51505997
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final inputs: [-0.79663562]
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oet: [-0.08800638]
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hidden inputs: [-1.0249946 -0.64461517 -1.31200934 -1.86802565 -1.32075767 -1.08559507
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final inputs: [-0.5531764]
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oet: [-0.34249171]
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hidden inputs: [-1.51998344 -1.98717816 -1.40002181 -1.50802963 -1.60090259 -1.675137
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hidden Outputs: [ 0.17946396 0.12055572 0.19781265 0.18123099 0.1678555 0.15774048
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final inputs: [ 0.08083258]
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oet: [ 0.84280781]
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hidden inputs: [-2.01953933 -1.43035289 -0.99337487 -1.03088934 -1.39040017 -2.03018731
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hidden Outputs: [ 0.11716663 0.19304371 0.27024599 0.26291172 0.19934388 0.1160697
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final inputs: [ 0.3572138]
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oet: [-0.91107243]
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hidden inputs: [-0.81703962 -1.02209827 -1.56897833 -1.10254984 -0.97987478 -0.95627758
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hidden Outputs: [ 0.30639243 0.26461888 0.17236209 0.24926244 0.27291663 0.2776241
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final inputs: [-0.23726346]
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oet: [-0.69699604]
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hidden inputs: [-1.31346805 -1.5571278 -1.68870294 -0.76570266 -1.24620669 -1.53331846
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hidden Outputs: [ 0.21190709 0.17405918 0.15594649 0.31740944 0.22335747 0.17750867
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final inputs: [ 0.27783637]
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oet: [-1.1073478]
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hidden inputs: [-0.59443301 -0.60447561 -0.48685437 -1.22757862 -0.17889215 -0.3092389
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hidden Outputs: [ 0.35561836 0.35332041 0.38063488 0.2266055 0.45539585 0.42330053
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final inputs: [-0.58353836]
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oet: [ 0.0958364]
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hidden inputs: [-1.57784582 -1.47553966 -1.7289074 -1.05067432 -0.35737473 -1.76406803
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hidden Outputs: [ 0.17110078 0.18610207 0.15072739 0.25909563 0.41159522 0.14628158
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final inputs: [ 0.38432504]
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oet: [ 1.20639513]
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hidden inputs: [-0.23110805 -0.49092491 -1.04925448 -0.86419777 -1.07266067 -0.12186349
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hidden Outputs: [ 0.44247878 0.37967571 0.25936829 0.29646306 0.25489743 0.46957177
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oet: [-0.54931727]
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hidden inputs: [-1.33754229 -1.32881662 -0.84434606 -1.13459667 -0.8293374 -0.87879143
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hidden Outputs: [ 0.20791452 0.20935518 0.30062024 0.2433138 0.30378519 0.29342829
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final inputs: [ 0.14973339]
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oet: [ 0.62505449]
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hidden inputs: [-2.59352658 -1.66614902 -1.90356867 -0.76314267 -1.19850964 -1.41224736
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hidden Outputs: [ 0.0695562 0.15893829 0.1297051 0.31796435 0.23174045 0.19587983
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final inputs: [ 0.66297309]
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oet: [ 0.71273789]
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hidden inputs: [-2.82920999 -2.55826485 -2.53763601 -1.16652979 -1.94966706 -2.58711335
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hidden Outputs: [ 0.05576598 0.0718732 0.07326151 0.23748281 0.12458967 0.0699724
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final inputs: [ 0.60464046]
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oet: [ 1.04121027]
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hidden inputs: [-1.22382191 -2.04567648 -1.31129763 -0.67270414 -2.00351319 -1.53963547
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hidden Outputs: [ 0.22726456 0.11448998 0.21226978 0.3378916 0.11883455 0.17658827
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final inputs: [ 0.18577695]
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oet: [ 0.57798481]
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hidden inputs: [-2.15970635 -2.10917581 -1.37303392 -1.14599465 -1.55217967 -2.30784108
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hidden Outputs: [ 0.10342768 0.10820817 0.20213011 0.24122144 0.17477168 0.09047564
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final inputs: [ 0.50704644]
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oet: [ 0.02516697]
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hidden inputs: [-0.45039611 -1.5620816 -2.14670671 -1.45664763 -1.32209447 -1.40242765
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hidden Outputs: [ 0.38926659 0.17334815 0.10463937 0.1889806 0.21047004 0.19743116
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final inputs: [-0.11117917]
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oet: [-0.76794977]
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hidden inputs: [-1.86888808 -1.97581869 -2.15570012 -1.21960101 -1.71270846 -1.50750752
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hidden Outputs: [ 0.13367043 0.12176527 0.10379977 0.22800667 0.15281275 0.18130847
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final inputs: [-0.00192757]
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oet: [-0.99848861]
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hidden inputs: [-1.33868704 -2.07237104 -1.95590719 -1.423644 -1.83786165 -2.12301652
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hidden Outputs: [ 0.20772606 0.11181135 0.12391067 0.19409096 0.13730439 0.10687978
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final inputs: [ 0.05894549]
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oet: [-1.07038778]
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hidden inputs: [-0.31030443 -0.7995671 -1.54911554 -1.61445236 -1.59020466 -0.87466412
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hidden Outputs: [ 0.42304043 0.31011813 0.17521405 0.16597138 0.1693551 0.29428472
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final inputs: [-0.76227712]
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oet: [-0.22159988]
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...,
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hidden inputs: [-1.69385177 -2.01526972 -1.83852001 -1.1797249 -1.5602052 -1.60259703
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hidden Outputs: [ 0.15526997 0.117609 0.13722642 0.23510166 0.1736172 0.16761896
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final inputs: [ 0.31846545]
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oet: [ 0.82018412]
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...,
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hidden inputs: [-1.40056257 -0.47632834 -0.46885206 -1.03374418 -1.0401892 -0.51348586
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hidden Outputs: [ 0.19772686 0.38311951 0.38488798 0.26235886 0.26111349 0.37437671
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final inputs: [-0.45993385]
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oet: [-0.39162981]
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...,
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hidden inputs: [-0.39834893 -0.82550768 -1.16776525 -1.10338592 -0.54793571 -0.14638532
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hidden Outputs: [ 0.40170909 0.30459578 0.23725916 0.24910601 0.36634347 0.46346888
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final inputs: [-0.29290089]
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oet: [ 0.92434931]
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hidden inputs: [-1.17553423 -1.98843289 -1.52868175 -1.96195175 -1.2267022 -1.65129965
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hidden Outputs: [ 0.2358561 0.12042275 0.17818664 0.12325598 0.22675914 0.16093338
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final inputs: [ 0.0347884]
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oet: [ 0.38716388]
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hidden inputs: [-0.79844645 -1.30299677 -1.7576472 -1.45665744 -1.87300026 -0.97391357
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hidden Outputs: [ 0.31035794 0.2136611 0.14708526 0.18897909 0.13319495 0.27410113
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final inputs: [-0.57470276]
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oet: [ 0.02635719]
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hidden inputs: [-2.15629059 -2.08585304 -2.11180803 -1.19794241 -1.57869494 -1.88977686
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hidden Outputs: [ 0.10374485 0.11047945 0.10795443 0.23184145 0.17098039 0.13126991
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final inputs: [ 0.49296271]
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oet: [ 0.04476375]
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hidden inputs: [-1.59549888 -1.87338423 -1.90155092 -1.69668056 -1.70532221 -1.59272329
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hidden Outputs: [ 0.16861165 0.13315062 0.12993304 0.1548993 0.15377143 0.16900109
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final inputs: [ 0.01727045]
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oet: [-0.69241631]
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hidden inputs: [-0.8368445 -1.15236886 -1.2571848 -0.67179961 -0.8843278 -1.0259728
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hidden Outputs: [ 0.30219979 0.24005667 0.22145889 0.33809399 0.29228176 0.26386561
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final inputs: [-0.22051834]
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oet: [ 0.99530622]
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hidden inputs: [-1.64343345 -2.15048833 -2.28751004 -1.71430101 -1.69136513 -1.96725909
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hidden Outputs: [ 0.16199841 0.1042856 0.09216267 0.15260669 0.1555964 0.12268359
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final inputs: [ 0.04851641]
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oet: [-1.02688035]
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hidden inputs: [-0.66812201 -0.60746942 -1.00610657 -1.8560449 -1.23038869 -0.72004595
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hidden Outputs: [ 0.33891748 0.35263667 0.26774249 0.13516472 0.2261134 0.32738286
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final inputs: [-0.75380959]
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oet: [ 0.24956846]
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hidden inputs: [-2.32699068 -1.49467395 -1.6557215 -1.42123481 -1.87177687 -2.10552712
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hidden Outputs: [ 0.08891214 0.18322123 0.16033717 0.19446808 0.13333626 0.10856077
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final inputs: [ 0.22321905]
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oet: [-0.39667682]
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hidden inputs: [-1.70255074 -1.16185594 -0.26370553 -1.28402752 -0.69414469 -0.96005879
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hidden Outputs: [ 0.15413242 0.23833021 0.43445303 0.21686543 0.3331117 0.27686642
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final inputs: [ 0.14323873]
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oet: [-0.15681787]
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hidden inputs: [-1.47120365 -1.08449811 -1.13051174 -1.18665151 -1.25036352 -1.05020186
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hidden Outputs: [ 0.18675973 0.25265573 0.24406667 0.23385835 0.22263722 0.25918634
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final inputs: [-0.43288621]
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oet: [-0.36354689]
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hidden inputs: [-0.52602892 -0.72280614 -0.75727165 -1.25635419 -0.81002058 -0.43200849
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hidden Outputs: [ 0.37144356 0.32677535 0.31923891 0.22160214 0.30788611 0.39364682
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final inputs: [-0.41895514]
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oet: [-0.57043492]
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hidden inputs: [-1.67485507 -1.87491229 -2.14537337 -0.59516794 -1.42600984 -1.27486513
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hidden Outputs: [ 0.15777794 0.13297435 0.10476436 0.35544997 0.19372116 0.21842556
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final inputs: [ 0.39531762]
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oet: [-0.05054811]
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hidden inputs: [-3.01341537 -2.60538578 -2.5878796 -1.16881406 -1.90512088 -2.5361663
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hidden Outputs: [ 0.04682348 0.0687926 0.06992255 0.23706942 0.12952999 0.07336136
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final inputs: [ 0.57007073]
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oet: [ 1.74837284]
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hidden inputs: [-1.49962502 -2.18831305 -2.28606125 -1.70894026 -1.65481053 -2.24427385
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hidden Outputs: [ 0.18248146 0.1008049 0.09228396 0.15330122 0.16045985 0.09584454
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final inputs: [ 0.10224918]
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oet: [-0.99791729]
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hidden inputs: [-1.63185225 -1.85802148 -1.98846775 -1.29456361 -1.44662633 -1.44937778
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hidden Outputs: [ 0.16357678 0.13493383 0.12041906 0.21508137 0.19052132 0.19009734
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final inputs: [ 0.11676142]
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oet: [-0.95729897]
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hidden inputs: [-1.95649755 -1.69797881 -1.70755185 -1.05811768 -1.15124155 -1.8465377
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hidden Outputs: [ 0.12384659 0.15472943 0.15348152 0.25766933 0.24026238 0.13627992
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final inputs: [ 0.36127792]
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oet: [-0.74974487]
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...,
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hidden inputs: [-1.16685117 -0.7409829 -1.48852434 -1.03157044 -1.91842288 -1.10943107
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hidden Outputs: [ 0.23742462 0.32278925 0.18414332 0.26277976 0.12803754 0.24797697
0.14563847 0.22461557 0.12670186 0.160117 0.33644697 0.28157347
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final inputs: [-0.19016722]
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oet: [-0.08803862]
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...,
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hidden inputs: [-0.80266116 -1.9567916 -1.65731618 -1.21688824 -1.63298711 -1.78016634
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hidden Outputs: [ 0.30945656 0.12381469 0.1601226 0.22848453 0.16342157 0.1442826
0.30611832 0.2229412 0.21662743 0.15356187 0.23517771 0.20023209
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final inputs: [ 0.00297396]
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oet: [-1.01441625]
Progress: 17.5% ... Training loss: 0.649 ... Validation loss: 1.160[-0.01296973]
X: [ 0. 0. 0.53497563 0.53268672 -0.45608552 0. 0.
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...,
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hidden inputs: [-1.18110701 -1.64132875 -1.43128194 -1.50342445 -0.99957333 -1.3546359
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hidden Outputs: [ 0.23485321 0.16228434 0.19289902 0.18191533 0.26902532 0.20511349
0.28346763 0.14803911 0.23655196 0.20781716 0.24351647 0.14442899
0.20528938 0.22229734 0.23994836 0.16225977 0.20259675 0.20953876
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final inputs: [-0.01296973]
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oet: [-0.90475061]
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...,
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hidden inputs: [-1.62893622 -1.59487688 -2.05547862 -1.23717297 -1.32315353 -1.64159356
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hidden Outputs: [ 0.16397614 0.16869886 0.11349997 0.22492845 0.21029411 0.16224834
0.22161618 0.1306158 0.23015638 0.15782533 0.3316043 0.15574391
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final inputs: [ 0.15858375]
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oet: [-0.46986792]
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...,
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hidden inputs: [-0.20862645 -0.96641739 -0.90536993 -1.19846185 -0.71684232 -0.68825087
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hidden Outputs: [ 0.44803174 0.27559517 0.28794823 0.23174896 0.3280887 0.33442229
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final inputs: [-0.22471853]
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oet: [ 0.63564471]
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hidden inputs: [-1.72483864 -1.6639264 -1.26793847 -1.48420761 -1.68040917 -1.93981386
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hidden Outputs: [ 0.15124897 0.15923563 0.21961036 0.18479273 0.1570413 0.12566831
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final inputs: [ 0.09591104]
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oet: [-0.62220439]
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hidden inputs: [-0.52413994 -1.57297358 -0.77166101 -0.50348888 -0.73051034 -0.49631491
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hidden Outputs: [ 0.37188469 0.1717929 0.3161199 0.37672112 0.32508275 0.37840707
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final inputs: [-0.01091596]
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oet: [-0.17356792]
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X: [ 0. 0. -0.71141425 1.56933303 -0.82146002 0. 1.
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hidden inputs: [ 0.2155466 -0.30912186 -0.63281166 -1.36044705 -1.20794124 -0.28345431
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hidden Outputs: [ 0.55367898 0.4233291 0.34687328 0.20416765 0.23006553 0.42960711
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final inputs: [-0.95209998]
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oet: [-0.07036842]
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hidden inputs: [-0.63436727 -1.38698677 -1.91334384 -1.06694256 -1.55430919 -0.99783735
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hidden Outputs: [ 0.34652093 0.19988924 0.12860565 0.25598496 0.17446476 0.26936684
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final inputs: [-0.33117003]
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oet: [-0.70232448]
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oet: [ 0.16342668]
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oet: [ 0.6019514]
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hidden inputs: [-1.59448123 -1.46776977 -1.63071429 -1.54202551 -1.78760768 -1.67192229
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oet: [-0.69676962]
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oet: [-1.01485793]
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oet: [-1.10543393]
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final inputs: [-0.58103579]
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hidden Outputs: [ 0.1395169 0.19500128 0.22223183 0.35177079 0.34939617 0.23202547
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final inputs: [ 0.34473463]
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oet: [-1.2569419]
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hidden Outputs: [ 0.14866648 0.10633538 0.09049327 0.15374991 0.14642784 0.08797861
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final inputs: [ 0.04506806]
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oet: [-0.31123746]
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hidden Outputs: [ 0.2497144 0.18917642 0.27163709 0.23424088 0.24638919 0.20996977
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oet: [-0.69830453]
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oet: [-0.06281791]
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oet: [ 0.18335392]
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oet: [ 0.04547439]
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oet: [ 0.87290106]
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hidden Outputs: [ 0.06840788 0.08164627 0.17468908 0.27071753 0.13445126 0.06488375
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final inputs: [ 0.49852807]
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oet: [-0.49556804]
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hidden inputs: [-1.33887597 -1.55729334 -1.75893118 -1.43919535 -1.12146323 -1.73289695
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hidden Outputs: [ 0.20769497 0.17403538 0.14692425 0.19166998 0.24573997 0.1502174
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final inputs: [ 0.29796252]
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oet: [ 1.07774846]
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hidden Outputs: [ 0.34727404 0.22736695 0.35347509 0.37110627 0.27802781 0.37437777
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oet: [-1.17180935]
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oet: [ 2.42508202]
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hidden inputs: [-1.2522664 -0.96897515 -0.95970035 -1.07125193 -1.57657125 -1.57349447
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oet: [-0.65903632]
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oet: [-0.0108406]
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hidden Outputs: [ 0.14900861 0.14221658 0.14211342 0.28713573 0.27328514 0.15053154
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final inputs: [ 0.54149177]
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oet: [-0.957524]
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final inputs: [ 0.10801698]
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oet: [-1.13048537]
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hidden Outputs: [ 0.15127159 0.11434335 0.15299335 0.21638206 0.28029668 0.16906233
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final inputs: [ 0.13896404]
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oet: [ 0.74608496]
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hidden Outputs: [ 0.31717555 0.15465596 0.17250041 0.29245021 0.21926371 0.15927943
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oet: [-0.85311434]
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hidden Outputs: [ 0.05187057 0.08354485 0.06769418 0.20671015 0.18805781 0.0973033
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final inputs: [ 0.48020878]
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oet: [ 1.23132206]
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hidden inputs: [-0.32057902 0.08017835 -0.55367507 -1.78219998 -1.03967408 -0.09679561
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oet: [ 0.22528692]
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hidden inputs: [-0.88155472 -0.88789272 -1.5303053 -1.24741248 -0.79332541 -1.48109064
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oet: [ 0.07036944]
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hidden inputs: [-1.39587117 -2.57945451 -1.64576686 -1.1121037 -1.62973594 -2.21888172
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final inputs: [ 0.50840872]
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oet: [ 0.97205033]
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hidden inputs: [-0.2703604 -0.79703912 -0.85191591 -1.52547188 -1.48930256 -0.56411378
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final inputs: [-0.80436671]
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oet: [-0.04719695]
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hidden inputs: [-0.43254666 -0.84654801 -0.99555269 -1.7087078 -0.76673656 -1.03785762
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hidden Outputs: [ 0.39351838 0.30015749 0.26981671 0.1533314 0.31718548 0.26156358
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final inputs: [-0.46964109]
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oet: [-0.01806087]
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hidden inputs: [-2.35654368 -2.51813094 -2.1193577 -1.31097076 -1.3971139 -2.44836761
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hidden Outputs: [ 0.08654705 0.07459687 0.10722954 0.21232445 0.19827449 0.079558
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final inputs: [ 0.70479401]
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oet: [ 0.70950836]
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hidden inputs: [-0.5243287 -1.00990032 -1.06772082 -1.58265939 -1.74533396 -1.21418344
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hidden Outputs: [ 0.3718406 0.26699936 0.25583676 0.17041918 0.14863669 0.22896168
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final inputs: [-0.5420356]
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oet: [-0.43632835]
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hidden inputs: [-0.03147488 0.22569029 -0.50742887 -0.84961927 -0.85057139 0.11729894
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hidden Outputs: [ 0.49213193 0.55618429 0.37579645 0.29951273 0.29931301 0.52929116
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final inputs: [-1.15517846]
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oet: [ 0.96518153]
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oet: [-0.39686489]
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oet: [ 0.29075969]
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oet: [-1.18046508]
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oet: [-1.32658805]
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oet: [ 0.01241929]
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final inputs: [-0.21617193]
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oet: [-0.81732258]
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hidden Outputs: [ 0.14298351 0.11630918 0.12886481 0.27518352 0.24548409 0.09626703
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final inputs: [ 0.61545016]
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oet: [-0.42642222]
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final inputs: [ 0.91792912]
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oet: [-1.03074327]
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oet: [ 0.46127102]
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oet: [ 0.52981465]
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hidden Outputs: [ 0.13335246 0.08184571 0.09826298 0.22123506 0.12646442 0.07978009
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final inputs: [ 0.39907598]
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oet: [ 1.30741837]
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oet: [-0.20308315]
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oet: [ 0.0087318]
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oet: [ 0.23036026]
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oet: [-0.4510526]
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final inputs: [ 0.44645832]
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oet: [-1.4468745]
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oet: [-0.43026397]
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final inputs: [-0.88749318]
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oet: [ 0.17375592]
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final inputs: [-0.83130008]
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oet: [-0.14155081]
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hidden Outputs: [ 0.1783179 0.18292496 0.32774357 0.23954498 0.38030209 0.23860299
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final inputs: [ 0.44203611]
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oet: [-0.135858]
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hidden Outputs: [ 0.27532248 0.29522277 0.24708496 0.22103271 0.18183053 0.25646652
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final inputs: [-0.54011688]
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oet: [-0.43273402]
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hidden inputs: [-0.91800138 -0.68711217 -0.94096298 -0.79078328 -0.99539619 -0.83646688
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hidden Outputs: [ 0.2853653 0.33467579 0.28070587 0.31200051 0.26984755 0.30227942
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final inputs: [-0.31816768]
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oet: [-0.38454347]
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hidden Outputs: [ 0.29130423 0.35094746 0.22886779 0.13978064 0.17737182 0.32544218
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final inputs: [-0.72352512]
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oet: [-0.31548244]
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final inputs: [ 0.69657731]
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oet: [ 2.86870731]
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final inputs: [ 0.01853534]
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oet: [-0.91971651]
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oet: [ 0.29492559]
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hidden Outputs: [ 0.10256486 0.22294444 0.28812023 0.21814609 0.31527646 0.17429987
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final inputs: [ 0.19363083]
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hidden Outputs: [ 0.24103673 0.27293625 0.29563307 0.17117484 0.20020724 0.25020301
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oet: [ 0.12669849]
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oet: [ 0.348946]
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oet: [ 1.35768164]
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oet: [-0.61700385]
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hidden Outputs: [ 0.26587248 0.16235139 0.15520397 0.19199338 0.18372951 0.16390381
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final inputs: [-0.01444639]
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oet: [-0.51184697]
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hidden Outputs: [ 0.28159826 0.20216077 0.24087448 0.1871833 0.17931029 0.16959771
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final inputs: [-0.11609604]
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oet: [-0.47130774]
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oet: [-0.75629344]
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oet: [ 0.17138214]
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oet: [-0.0291879]
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final inputs: [ 0.16300418]
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oet: [-1.10828979]
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hidden inputs: [-0.20008059 -0.63509551 -0.70561997 0.14582986 -0.76285052 -0.55154233
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final inputs: [-0.14224627]
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oet: [ 1.02729526]
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hidden Outputs: [ 0.19803678 0.11015502 0.11016846 0.27118622 0.14047794 0.18542339
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final inputs: [ 0.09993642]
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oet: [-1.08932648]
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hidden inputs: [-0.80660755 -0.8652556 -0.92837862 -1.20650737 -0.74926675 -0.42730065
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hidden Outputs: [ 0.30861388 0.29624247 0.28325377 0.23031962 0.32098109 0.3947711
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final inputs: [-0.09887035]
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oet: [ 0.02464759]
Progress: 18.0% ... Training loss: 0.647 ... Validation loss: 1.170[-0.13839774]
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hidden inputs: [-1.22609972 -1.28169811 -1.12316596 -1.96181867 -1.16871279 -1.51666389
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hidden Outputs: [ 0.22686479 0.21726131 0.2454245 0.12327036 0.23708773 0.1799533
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final inputs: [-0.13839774]
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oet: [-0.60841785]
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hidden inputs: [-1.22538573 -1.01069673 -0.47674544 -1.29416302 -0.95387302 -0.82565344
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hidden Outputs: [ 0.22699005 0.26684352 0.38302094 0.21514901 0.27810659 0.30456491
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final inputs: [-0.26859406]
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oet: [-0.44655905]
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hidden Outputs: [ 0.06427535 0.09909973 0.16551195 0.3053612 0.23799257 0.09562431
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oet: [ 2.23377393]
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oet: [ 0.31539566]
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oet: [-0.34988274]
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oet: [ 1.170244]
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final inputs: [ 0.09719429]
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oet: [-1.06453212]
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hidden Outputs: [ 0.09984427 0.05911212 0.18697029 0.22330529 0.17168603 0.08681349
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final inputs: [ 0.68341198]
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oet: [-0.11812023]
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hidden Outputs: [ 0.28901631 0.30747606 0.27009 0.28583847 0.17549276 0.30113701
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final inputs: [-0.34957185]
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oet: [-0.41378291]
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hidden Outputs: [ 0.35631833 0.3642108 0.25395999 0.24953607 0.42690784 0.45464305
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final inputs: [-0.38205698]
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oet: [-0.18834082]
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oet: [-0.05562028]
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final inputs: [ 0.39978234]
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oet: [ 1.10824198]
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oet: [ 0.13813453]
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hidden inputs: [-0.19752339 0.02573205 -0.60141262 -1.80973081 -0.86706988 0.16812397
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hidden Outputs: [ 0.45077908 0.50643266 0.35402058 0.14067066 0.29586436 0.54193227
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oet: [ 1.03381786]
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final inputs: [ 0.35077599]
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oet: [ 0.60594273]
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oet: [ 0.47001474]
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hidden Outputs: [ 0.37515386 0.26007708 0.39298391 0.2871572 0.28646595 0.42521827
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final inputs: [-0.48244475]
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oet: [-0.24783167]
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hidden Outputs: [ 0.04152996 0.06697755 0.09077545 0.3098355 0.16196306 0.03499812
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final inputs: [ 0.99192766]
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oet: [ 1.77307345]
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hidden Outputs: [ 0.05667184 0.06051582 0.13035025 0.26937285 0.25386591 0.07650764
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final inputs: [ 0.64625927]
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oet: [ 0.19468528]
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hidden Outputs: [ 0.31469519 0.27434847 0.25402246 0.38951482 0.29842594 0.47958661
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final inputs: [-0.09928727]
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oet: [-0.5532689]
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oet: [-0.15576532]
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oet: [ 0.54325444]
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final inputs: [ 0.03790631]
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oet: [ 0.10839317]
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final inputs: [ 0.02070697]
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oet: [-0.58007866]
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hidden Outputs: [ 0.04781269 0.052722 0.09755787 0.27471346 0.14593156 0.06497562
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oet: [ 0.93181327]
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hidden Outputs: [ 0.39740285 0.39065503 0.2974607 0.26439093 0.45777175 0.39594922
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oet: [ 0.00520546]
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hidden Outputs: [ 0.31085138 0.12042585 0.18082534 0.16002036 0.27442638 0.13578893
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final inputs: [-0.04070065]
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oet: [-0.41392297]
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hidden inputs: [-1.81076074 -2.25458119 -1.48627821 -1.19861028 -1.01359279 -1.63862968
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hidden Outputs: [ 0.14054621 0.09495503 0.18448101 0.23172253 0.26627733 0.16265161
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final inputs: [ 0.32268357]
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oet: [-0.12125352]
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oet: [ 0.08385457]
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oet: [ 0.02145917]
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oet: [-0.89838329]
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oet: [-0.0636664]
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oet: [-0.35590171]
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hidden Outputs: [ 0.4466988 0.40987476 0.33436213 0.18506169 0.37994231 0.31455327
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oet: [-0.23906507]
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hidden Outputs: [ 0.12145961 0.29044841 0.25063907 0.18346645 0.19565464 0.19214486
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final inputs: [-0.18954634]
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oet: [-0.51867787]
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hidden Outputs: [ 0.2246507 0.36300058 0.28017241 0.16633973 0.180807 0.33890978
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final inputs: [-0.76170155]
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oet: [ 0.63591403]
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oet: [-0.10436429]
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oet: [-0.11141448]
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oet: [-0.8815922]
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hidden Outputs: [ 0.39374131 0.26182966 0.15389148 0.1625476 0.27918936 0.22300795
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final inputs: [-0.45876447]
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oet: [-0.52511253]
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hidden Outputs: [ 0.14882592 0.14063468 0.1503145 0.23952329 0.20384278 0.12915534
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final inputs: [ 0.00929277]
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oet: [-1.02073505]
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hidden Outputs: [ 0.10451116 0.13749747 0.13676706 0.17844761 0.28438543 0.07539949
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final inputs: [ 0.53716798]
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oet: [ 0.66763827]
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hidden Outputs: [ 0.31382117 0.22885521 0.24896164 0.22272973 0.16840147 0.21928331
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final inputs: [-0.20211305]
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oet: [-0.09263195]
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oet: [-0.13967148]
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oet: [ 0.46484689]
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oet: [-0.78703528]
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hidden inputs: [-1.08523607 -1.36563737 -0.9020182 -1.34171288 -1.26231112 -1.27961482
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oet: [-0.22332372]
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oet: [-0.0186539]
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oet: [-0.60105182]
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final inputs: [ 0.95395894]
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oet: [-0.34456275]
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hidden Outputs: [ 0.14802443 0.2160635 0.18508248 0.10695643 0.17769535 0.1292269
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final inputs: [-0.21305589]
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oet: [-0.7983864]
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hidden inputs: [-2.16234168 -1.68297558 -2.04343387 -1.35930474 -1.44937937 -2.16295403
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hidden Outputs: [ 0.10318356 0.15670185 0.11471754 0.20435332 0.1900971 0.10312691
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final inputs: [ 0.08634269]
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oet: [ 2.55185813]
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hidden inputs: [-0.21757538 -0.84302818 -0.61869175 -1.24497203 -0.39306635 -0.17897676
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hidden Outputs: [ 0.44581972 0.3008974 0.35007905 0.22357172 0.40297936 0.45537487
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final inputs: [-0.44742522]
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oet: [-0.52511253]
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oet: [-0.12931325]
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oet: [ 1.4325444]
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oet: [ 0.81113318]
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final inputs: [-0.1738766]
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oet: [-0.29177313]
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hidden Outputs: [ 0.41453311 0.2957673 0.3287075 0.22610654 0.38782507 0.43553642
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final inputs: [-0.26212248]
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oet: [ 1.18024982]
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hidden Outputs: [ 0.21804476 0.18779832 0.1571364 0.12255958 0.28030365 0.12480448
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final inputs: [ 0.21842199]
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oet: [ 0.38546115]
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hidden Outputs: [ 0.14006 0.162583 0.21359568 0.14785946 0.18601958 0.16470021
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final inputs: [-0.11414589]
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oet: [ 0.61581292]
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oet: [-0.98972373]
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oet: [-0.72732292]
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hidden Outputs: [ 0.24717415 0.28359741 0.25961447 0.26516566 0.23161586 0.3428238
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oet: [ 0.75563936]
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oet: [-0.2297314]
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hidden Outputs: [ 0.36082313 0.42613265 0.45845135 0.28354638 0.23722125 0.42757518
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final inputs: [-0.45750649]
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oet: [-0.14596964]
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hidden Outputs: [ 0.30063564 0.45553666 0.36112701 0.24686353 0.31788368 0.37840706
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final inputs: [-0.77020862]
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oet: [ 0.7210823]
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oet: [-0.01488851]
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hidden Outputs: [ 0.12642372 0.07641839 0.12041296 0.12915487 0.11797419 0.06219573
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final inputs: [ 0.2337908]
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oet: [-0.65533608]
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hidden Outputs: [ 0.06705436 0.1115787 0.16228583 0.24803336 0.22186495 0.14332766
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final inputs: [ 0.56777121]
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oet: [ 1.66246346]
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hidden Outputs: [ 0.46523933 0.44939284 0.40866119 0.18425139 0.19842452 0.41650402
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oet: [-0.60026792]
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oet: [ 0.08952988]
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oet: [-0.09442616]
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oet: [ 2.42231138]
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oet: [-0.53915888]
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oet: [ 2.15950733]
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oet: [-0.43034472]
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hidden Outputs: [ 0.11076249 0.14984245 0.16894618 0.16852688 0.29768731 0.1488742
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final inputs: [ 0.43157653]
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hidden Outputs: [ 0.53125141 0.55688658 0.35948773 0.19206457 0.2051218 0.57614912
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oet: [ 0.46190458]
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final inputs: [ 0.24099403]
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oet: [-0.57433042]
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oet: [-1.18244628]
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final inputs: [-0.48633188]
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oet: [-0.4754929]
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oet: [ 0.4737733]
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hidden Outputs: [ 0.04973426 0.08450585 0.20018388 0.34666725 0.24291736 0.07586491
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final inputs: [ 0.84722514]
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oet: [ 2.20996794]
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hidden Outputs: [ 0.17359049 0.21096805 0.19696604 0.25642856 0.18718886 0.24753816
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final inputs: [-0.29531509]
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oet: [-0.31918716]
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hidden inputs: [-1.33960949 -1.6712089 -1.55806213 -1.17451574 -1.18066159 -1.72019794
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hidden Outputs: [ 0.20757429 0.15826307 0.17392489 0.23603971 0.23493326 0.15184567
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final inputs: [ 0.19982494]
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oet: [ 0.2772579]
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hidden inputs: [-1.28267846 -1.0786182 -0.91182246 -1.30640119 -1.85115703 -1.42749188
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hidden Outputs: [ 0.21709464 0.2537676 0.28662705 0.21308968 0.13573711 0.19348978
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final inputs: [-0.33567989]
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oet: [ 0.37171825]
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oet: [ 0.15434343]
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oet: [-0.70567024]
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hidden Outputs: [ 0.39154987 0.39751249 0.27021006 0.22298406 0.29269559 0.35226739
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oet: [-0.1507372]
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final inputs: [-0.23910186]
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oet: [-0.18795649]
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final inputs: [ 0.37384845]
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oet: [ 0.51120055]
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hidden Outputs: [ 0.12141872 0.11832035 0.11722297 0.10674525 0.18179588 0.08649211
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final inputs: [ 0.21539353]
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oet: [-0.72514771]
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hidden Outputs: [ 0.34565802 0.2603076 0.22001452 0.19262833 0.20234921 0.30850547
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oet: [ 0.06423435]
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hidden Outputs: [ 0.46831467 0.43322339 0.22965582 0.2208515 0.15169613 0.35961909
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final inputs: [-0.80625107]
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oet: [-0.18865205]
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hidden inputs: [-2.3602964 -1.5535487 -1.37360058 -1.05741066 -1.95188349 -1.80918313
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hidden Outputs: [ 0.08625083 0.17457432 0.20203874 0.25780459 0.12434813 0.14073688
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final inputs: [ 0.07212141]
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oet: [-0.56670803]
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oet: [ 0.82220164]
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oet: [ 2.5769315]
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hidden Outputs: [ 0.2575591 0.24773953 0.32240663 0.16813546 0.32202093 0.35678488
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final inputs: [-0.56063421]
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oet: [ 0.34307199]
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hidden Outputs: [ 0.08749448 0.11572193 0.16927641 0.29821053 0.1693238 0.11029542
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final inputs: [ 0.54715976]
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oet: [-0.56625195]
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hidden Outputs: [ 0.28323209 0.24044035 0.22230022 0.15283043 0.25130916 0.19584894
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final inputs: [-0.36461452]
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oet: [-0.3546358]
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hidden Outputs: [ 0.27153785 0.19914958 0.31921768 0.22404449 0.38481384 0.29696273
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final inputs: [ 0.28927538]
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oet: [-0.15951507]
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hidden inputs: [-1.58933451 -2.06708669 -2.10860302 -1.33346919 -1.61871761 -1.53107883
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hidden Outputs: [ 0.16947755 0.11233722 0.10826346 0.2085861 0.1653818 0.17783589
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final inputs: [ 0.15538165]
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oet: [ 1.11558127]
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hidden inputs: [-1.48122065 -1.95331638 -1.74989426 -1.31396881 -2.07709598 -1.52867847
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hidden Outputs: [ 0.18524312 0.12419219 0.14806054 0.21182348 0.11134298 0.17818712
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final inputs: [-0.02103794]
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oet: [-0.82501267]
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hidden inputs: [-1.05980367 -0.77602194 0.09634828 -1.08911686 -0.22291447 -0.2855654
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hidden Outputs: [ 0.25734697 0.31517788 0.52406845 0.25178462 0.44450101 0.42908987
0.49050968 0.41320773 0.44766153 0.32708639 0.30307342 0.39821812
0.36102285 0.45591655 0.31922263 0.38437512 0.41303688 0.40021832
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final inputs: [-0.19574517]
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oet: [ 0.4247405]
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...,
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hidden inputs: [-0.90852591 -0.34631664 -0.20287439 -0.93928802 -0.51416309 -0.25748651
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hidden Outputs: [ 0.28730158 0.41427591 0.44945465 0.28104418 0.37421811 0.43598168
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final inputs: [-0.38267709]
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oet: [-0.19323377]
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...,
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hidden inputs: [-2.13635983 -2.00901932 -1.3145105 -1.12631777 -1.65129165 -2.03169605
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hidden Outputs: [ 0.10561274 0.1182592 0.21173305 0.24484128 0.16093446 0.115915
0.31142342 0.20817372 0.22333978 0.0698381 0.27561969 0.08546619
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final inputs: [ 0.28658512]
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oet: [ 1.45850062]
Progress: 18.5% ... Training loss: 0.640 ... Validation loss: 1.119[-0.54501839]
X: [ 0. 0. -1.64620666 0.06619588 -0.45608552 1. 0.
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...,
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hidden inputs: [-1.04590638 -1.03028836 -0.78630681 -1.78845992 -1.31474014 -0.85536644
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hidden Outputs: [ 0.26001196 0.2630282 0.31296222 0.14326165 0.21169473 0.29830834
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final inputs: [-0.54501839]
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oet: [ 0.20616894]
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...,
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hidden inputs: [-1.05918377 -0.8935344 -0.80662491 -0.11985174 -0.53396975 -1.12294109
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hidden Outputs: [ 0.25746547 0.29038099 0.30861017 0.47007288 0.36959148 0.24546615
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final inputs: [ 0.59501753]
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oet: [ 0.94057208]
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...,
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hidden inputs: [-0.39790628 -1.5385345 -2.1360061 -1.46725781 -1.33423711 -1.372912
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hidden Outputs: [ 0.40181548 0.17674842 0.10564616 0.18735977 0.20845936 0.20214978
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final inputs: [-0.1459099]
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oet: [-0.73321904]
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hidden inputs: [-1.88196336 -2.44837811 -2.22411254 -1.11634635 -1.76269309 -2.0993505
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hidden Outputs: [ 0.13216352 0.07955724 0.09760598 0.24668963 0.14645337 0.10915997
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final inputs: [ 0.27761985]
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oet: [ 1.01539529]
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hidden inputs: [-0.09158942 -0.24957257 -0.10289098 -0.40572053 -0.41759508 -0.09597916
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hidden Outputs: [ 0.47711864 0.43792871 0.47429992 0.3999387 0.39709237 0.47602361
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final inputs: [-0.56866853]
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oet: [-0.45379986]
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hidden inputs: [-1.61661719 -1.67238846 -1.60469066 -1.65550128 -1.70846928 -1.4704083
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hidden Outputs: [ 0.16567193 0.158106 0.16732705 0.16036682 0.15336236 0.18688056
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final inputs: [-0.08136364]
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oet: [-0.64891278]
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hidden inputs: [-1.33287487 -1.34001536 -1.96915602 -1.78463868 -2.17671322 -1.32615126
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hidden Outputs: [ 0.20868423 0.20750753 0.12247957 0.1437313 0.10186123 0.2097967
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final inputs: [-0.36858074]
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oet: [-0.31096474]
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hidden inputs: [-0.84630985 0.09333637 -0.59365112 -1.9075712 -0.76486226 -0.68891401
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oet: [ 0.02995014]
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hidden inputs: [-1.82215073 -1.64324815 -1.72660001 -1.79272478 -1.52851321 -1.92614687
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final inputs: [ 0.02686961]
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oet: [-0.80125048]
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final inputs: [ 0.31371975]
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oet: [ 0.42247673]
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final inputs: [-0.08471032]
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oet: [ 0.1813923]
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final inputs: [ 0.11214049]
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oet: [-1.12909583]
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hidden Outputs: [ 0.14182814 0.12222807 0.17434421 0.16618829 0.16419214 0.16025168
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oet: [-0.99251996]
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hidden Outputs: [ 0.06101005 0.12545903 0.21639351 0.17821267 0.13932053 0.08645362
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final inputs: [ 0.30086183]
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oet: [-1.14139938]
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hidden inputs: [-1.97386975 -1.21784323 -1.12655855 -1.01474987 -1.49042747 -1.7033707
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hidden Outputs: [ 0.12197384 0.22831623 0.24479677 0.26605132 0.18385757 0.15402554
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final inputs: [ 0.07914042]
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oet: [-0.31875485]
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oet: [-0.20230141]
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hidden inputs: [-2.07179294 -1.92873668 -1.33288925 -1.94330378 -1.13915226 -1.91825919
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final inputs: [ 0.20200063]
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oet: [ 1.84079014]
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final inputs: [-0.31525326]
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oet: [ 0.62143137]
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oet: [-0.53253997]
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final inputs: [ 0.74218003]
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oet: [-0.9374381]
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hidden Outputs: [ 0.53208588 0.48862535 0.21505294 0.29763929 0.33331643 0.52785115
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oet: [-0.1486355]
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hidden Outputs: [ 0.14864781 0.09045207 0.12963114 0.28501767 0.17993421 0.10916297
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final inputs: [ 0.53662992]
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oet: [ 0.2326449]
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hidden inputs: [-1.11874768 -0.99887541 -1.30223526 -1.66985979 -2.22686745 -1.12147841
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hidden Outputs: [ 0.24624365 0.26916259 0.21378907 0.15844287 0.09736359 0.24573716
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final inputs: [-0.65201958]
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oet: [-0.10582212]
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final inputs: [ 0.47481559]
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oet: [-0.11901997]
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hidden inputs: [-1.08448485 -1.37510106 -0.83999534 -1.30404303 -0.41278726 -1.35612584
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hidden Outputs: [ 0.25265824 0.20179694 0.30153577 0.21348537 0.39824398 0.20487068
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oet: [-0.15761372]
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hidden inputs: [-0.59829499 -0.23075326 -0.09017093 -1.75168517 -1.05474477 -0.21581982
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hidden Outputs: [ 0.35473387 0.44256631 0.47747253 0.14783478 0.25831502 0.4462535
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final inputs: [-0.92289848]
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oet: [ 0.04928259]
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hidden inputs: [-2.22733715 -2.42813869 -1.55428907 -0.53101544 -1.40223752 -2.15480254
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hidden Outputs: [ 0.09732232 0.08105199 0.17446766 0.37028008 0.19746129 0.1038833
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final inputs: [ 0.88900176]
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oet: [ 0.26067392]
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hidden inputs: [-1.32179456 -1.47947972 -1.39929398 -1.0830669 -0.58054536 -1.34564378
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final inputs: [ 0.26709829]
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oet: [-0.31375577]
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hidden inputs: [-1.48211383 -1.56786347 -1.01001672 -1.7489541 -1.85377639 -1.57873993
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hidden Outputs: [ 0.18510835 0.17252118 0.26697658 0.14817917 0.13543012 0.17097401
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final inputs: [-0.2221459]
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oet: [-0.70108749]
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hidden inputs: [-1.74396872 -2.04835539 -2.54418416 -1.4694896 -1.72264001 -2.19194879
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hidden Outputs: [ 0.14880953 0.11421867 0.07281817 0.1870202 0.15153143 0.10047582
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final inputs: [ 0.20513764]
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oet: [-1.18901464]
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hidden inputs: [-0.22824471 -0.9304602 -1.57230197 -1.35720174 -0.29935022 -1.038004
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hidden Outputs: [ 0.44318526 0.28283136 0.17188847 0.20469547 0.42571634 0.26153531
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final inputs: [-0.28579052]
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oet: [ 0.0186108]
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hidden inputs: [-3.03108362 -3.1161936 -2.04017818 -1.28451603 -1.66604105 -3.15671869
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hidden Outputs: [ 0.04604121 0.04244421 0.11504859 0.21678248 0.15895272 0.04082736
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final inputs: [ 1.19660889]
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oet: [ 1.16042607]
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hidden inputs: [-2.05090621 -1.73143902 -1.56840781 -0.64201661 -1.24733567 -2.13753528
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hidden Outputs: [ 0.11396085 0.15040361 0.17244349 0.34479082 0.22316169 0.10550176
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final inputs: [ 0.62635902]
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oet: [ 0.03932356]
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hidden inputs: [-2.97613037 -2.53099383 -1.72642534 -0.69973322 -1.48814155 -2.205695
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final inputs: [ 1.04605747]
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oet: [-0.97142771]
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hidden inputs: [-1.25400794 -1.01188546 -1.06145957 -0.89513632 -1.36589954 -0.60342339
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final inputs: [-0.37609416]
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final inputs: [ 0.64047826]
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oet: [ 1.41885167]
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final inputs: [ 0.71898915]
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oet: [ 0.8296829]
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hidden Outputs: [ 0.25610026 0.22271075 0.08634103 0.11228587 0.11053232 0.16866609
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final inputs: [-0.51915363]
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oet: [-0.50331477]
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hidden inputs: [-1.18217356 -1.23408372 -1.12895905 -1.63206948 -0.71308458 -1.15538402
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hidden Outputs: [ 0.23466161 0.22546748 0.24435326 0.16354706 0.32891762 0.23950704
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final inputs: [ 0.2820562]
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oet: [ 0.66363641]
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hidden inputs: [-0.9458682 -0.51288544 -1.69845063 -1.55901557 -1.65433681 -0.84410567
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hidden Outputs: [ 0.27971652 0.37451735 0.15466773 0.17378795 0.16052368 0.30067079
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final inputs: [-0.65892273]
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oet: [-0.34149344]
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oet: [ 1.76632012]
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hidden inputs: [-2.04669264 -1.13602356 -0.92286462 -1.19889404 -1.0012498 -1.02971243
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hidden Outputs: [ 0.114387 0.24305119 0.28437457 0.23167202 0.26869577 0.26313986
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oet: [-0.58967975]
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oet: [ 0.95101128]
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hidden inputs: [-0.38417997 -0.18700659 -0.34917233 -0.91206573 0.04608021 -0.19248098
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oet: [ 0.55429478]
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oet: [-0.94596992]
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final inputs: [ 0.85280812]
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oet: [ 1.3829396]
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final inputs: [ 0.43331683]
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oet: [-0.16021705]
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final inputs: [ 0.07721382]
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oet: [-0.20105408]
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hidden inputs: [-1.19068962 -1.58278271 -1.50053561 -1.55093059 -1.08978628 -1.10791065
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hidden Outputs: [ 0.23313562 0.17040174 0.18234565 0.1749519 0.25165853 0.24826061
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final inputs: [-0.0670017]
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oet: [-0.12850829]
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hidden Outputs: [ 0.1663807 0.2337881 0.39546797 0.36778889 0.26812331 0.16826455
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0.34582119 0.19979221 0.21490287 0.31922363 0.28442539 0.38055968
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oet: [-1.07857609]
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hidden inputs: [-2.02635833 -1.20575511 -0.79367624 -0.66608243 -0.44231818 -0.84780092
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hidden Outputs: [ 0.11646312 0.230453 0.31137986 0.3393746 0.39118873 0.29989437
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oet: [-0.36680138]
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hidden inputs: [-2.03924768 -1.50832824 -1.74136578 -1.98093202 -1.57903201 -2.74147509
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hidden Outputs: [ 0.11514336 0.18118668 0.14913954 0.12121952 0.17093262 0.06056991
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final inputs: [ 0.06758845]
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oet: [-0.21899399]
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hidden inputs: [-1.05927154 -0.15170572 -0.53039168 -1.55766102 -0.19617119 -0.57665224
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hidden Outputs: [ 0.25744869 0.46214614 0.37042554 0.17398253 0.45111388 0.35970328
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final inputs: [-0.4281031]
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oet: [ 0.71222899]
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hidden inputs: [-1.741735 -1.28450051 -1.10822468 -0.44875626 -0.67289839 -0.61411634
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final inputs: [ 0.47973415]
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oet: [ 0.6864807]
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hidden inputs: [-0.65084967 -1.40772166 -2.11786995 -1.10891721 -1.39123835 -0.77244554
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hidden Outputs: [ 0.34279809 0.19659366 0.10737205 0.24807281 0.19921014 0.31595032
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final inputs: [-0.22633217]
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oet: [-0.79613623]
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hidden inputs: [-0.20924952 -1.4975488 -1.51489475 -0.76113624 -1.57626206 -0.86930452
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hidden Outputs: [ 0.44787766 0.1827914 0.18021452 0.31839963 0.17132552 0.29539904
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final inputs: [-0.31101739]
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oet: [-0.71145101]
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hidden inputs: [-0.80831409 -0.38893655 -0.01517215 -0.38619147 -0.95358961 0.15186652
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hidden Outputs: [ 0.30824987 0.40397333 0.49620703 0.40463446 0.2781635 0.53789383
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final inputs: [-0.61534478]
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oet: [-0.2968625]
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hidden inputs: [-1.07129572 -1.91367188 -1.75767419 -1.82832149 -1.40266891 -1.92330524
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hidden Outputs: [ 0.25515675 0.1285689 0.14708187 0.13843835 0.19739294 0.12749344
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final inputs: [-0.0977158]
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oet: [-0.8861612]
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hidden inputs: [ 0.38480359 -0.32362991 -0.48186435 -1.21861416 -0.51875861 -0.04316387
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hidden Outputs: [ 0.59503115 0.41979137 0.38181198 0.22818042 0.37314256 0.48921071
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final inputs: [-0.85157195]
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oet: [ 0.82145364]
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oet: [-0.85127135]
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oet: [-0.63559358]
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oet: [ 0.45741072]
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oet: [ 0.97979477]
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hidden Outputs: [ 0.08601968 0.11060017 0.07951749 0.1770401 0.1683074 0.09139549
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final inputs: [ 0.31419575]
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oet: [-1.19883774]
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final inputs: [ 1.07352693]
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oet: [-0.78940105]
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hidden Outputs: [ 0.30774448 0.32804379 0.21634475 0.12807603 0.22401528 0.15188727
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final inputs: [-0.57352187]
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oet: [-0.18431984]
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hidden Outputs: [ 0.13703405 0.286769 0.14086872 0.14428646 0.11915866 0.19075699
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oet: [-0.20544154]
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hidden Outputs: [ 0.06037342 0.0640811 0.14544177 0.37676521 0.14671533 0.05477612
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oet: [ 0.80592939]
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oet: [-0.29105029]
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hidden Outputs: [ 0.16361385 0.18978665 0.28724884 0.17066865 0.16781828 0.1523033
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oet: [-0.188233]
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hidden inputs: [-2.08439304 -1.01342831 -0.77364592 -1.10135611 -1.67531553 -1.67312055
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final inputs: [-0.1057771]
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oet: [-0.65206461]
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hidden inputs: [-1.99490145 -1.53602503 -1.45840269 -1.70852892 -1.43240856 -2.24841048
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hidden Outputs: [ 0.11973928 0.17711386 0.18871175 0.15335462 0.19272368 0.09548666
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final inputs: [ 0.14286316]
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oet: [ 0.52717665]
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hidden inputs: [-1.27074837 -1.57469805 -1.54464601 -1.45352308 -0.95063535 -2.02863703
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hidden Outputs: [ 0.21912917 0.17154768 0.1758609 0.18945995 0.27875707 0.11622885
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final inputs: [ 0.29599054]
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oet: [ 0.34097093]
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hidden Outputs: [ 0.05039066 0.05046999 0.16143246 0.26773138 0.1814674 0.05797325
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final inputs: [ 1.12416831]
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oet: [-0.46515461]
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hidden Outputs: [ 0.24920425 0.30147544 0.30094651 0.35661573 0.33590362 0.28361475
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final inputs: [ 0.37842945]
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oet: [-0.38649554]
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hidden inputs: [-2.21267965 -2.04731034 -2.17913149 -1.14025557 -1.04290615 -2.40203769
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hidden Outputs: [ 0.09861762 0.11432444 0.1016402 0.24227344 0.26058964 0.08301744
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final inputs: [ 0.88468633]
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oet: [-0.62812572]
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hidden inputs: [-1.54894918 -1.18914168 -1.10541586 -1.12996006 -0.89794434 -1.87116074
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hidden Outputs: [ 0.17523809 0.23341248 0.2487265 0.24416847 0.28947312 0.13340747
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final inputs: [-0.11174282]
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hidden Outputs: [ 0.09999103 0.07268711 0.0731323 0.23226317 0.11017674 0.12194394
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oet: [ 1.43594356]
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hidden inputs: [-3.48959911 -2.05451613 -2.03060656 -1.3307465 -1.87267137 -2.50047425
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hidden Outputs: [ 0.02960962 0.11359685 0.1160267 0.20903591 0.13323293 0.07582494
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final inputs: [ 0.48279617]
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oet: [ 0.77162758]
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hidden inputs: [-1.83140296 -0.75570734 -0.73664287 -1.68511514 -1.10699195 -0.93660387
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final inputs: [-0.32434663]
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oet: [-0.05860727]
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hidden inputs: [ 0.25040875 -0.47188734 -1.76285012 -2.02731465 -0.88917649 -1.18385504
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hidden Outputs: [ 0.56227711 0.38416963 0.14643374 0.11636476 0.2912798 0.23435976
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final inputs: [-0.7648903]
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oet: [-0.26309115]
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final inputs: [ 0.06857097]
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oet: [-0.36882903]
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hidden Outputs: [ 0.17358128 0.14518605 0.18126173 0.34137932 0.26409576 0.14068414
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final inputs: [ 0.49443903]
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oet: [ 0.00469605]
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hidden Outputs: [ 0.41769982 0.47263395 0.32422731 0.2634677 0.39886137 0.3986175
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final inputs: [-0.65796815]
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oet: [ 0.2198837]
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hidden inputs: [-0.96768878 -1.27815869 -1.10409673 -2.00157433 -0.7048945 -0.79119206
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hidden Outputs: [ 0.27534142 0.21786382 0.24897308 0.11903773 0.33072795 0.31191277
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final inputs: [-0.38230864]
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oet: [ 1.0578615]
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hidden inputs: [-0.39790628 -1.5385345 -2.1360061 -1.46725781 -1.33423711 -1.372912
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hidden Outputs: [ 0.40181548 0.17674842 0.10564616 0.18735977 0.20845936 0.20214978
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final inputs: [-0.1459099]
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oet: [-0.73321904]
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...,
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hidden Outputs: [ 0.15002055 0.1370932 0.15093759 0.28698764 0.28504738 0.22966622
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final inputs: [ 0.32637406]
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oet: [ 0.60277939]
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hidden inputs: [-2.17635696 -2.47822992 -1.78558064 -1.73619718 -1.4786014 -2.55828937
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hidden Outputs: [ 0.10189382 0.07739851 0.1436154 0.14979661 0.18563876 0.07187157
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final inputs: [ 0.46449766]
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oet: [-1.41529633]
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hidden inputs: [-2.60190693 -2.07580018 -1.49155696 -1.29110599 -1.4538978 -2.23886787
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hidden Outputs: [ 0.06901579 0.11147126 0.18368815 0.21566567 0.18940241 0.09631403
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final inputs: [ 0.60976463]
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oet: [-0.04998594]
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hidden inputs: [ 0.04540062 0.07995628 -0.40502194 -1.19714015 -0.70174466 -0.06457639
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hidden Outputs: [ 0.51134821 0.51997843 0.40010636 0.23198436 0.33142553 0.48386151
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final inputs: [-0.97284912]
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oet: [ 0.04410268]
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hidden Outputs: [ 0.31206417 0.29403592 0.34809559 0.26888996 0.38456209 0.42924507
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final inputs: [-0.18043432]
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oet: [ 0.11172461]
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hidden Outputs: [ 0.41674422 0.25033016 0.22938104 0.18214378 0.20830105 0.24034753
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final inputs: [-0.39285223]
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oet: [-0.11690195]
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hidden inputs: [-1.38000944 -0.04358643 -0.5380896 -1.60959684 -0.88611481 -0.57256011
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hidden Outputs: [ 0.20100748 0.48910512 0.3686321 0.16664459 0.29191224 0.3606463
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final inputs: [-0.62926025]
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oet: [-0.08447701]
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hidden inputs: [-0.38417997 -0.18700659 -0.34917233 -0.91206573 0.04608021 -0.19248098
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hidden Outputs: [ 0.40511914 0.45338413 0.41358314 0.28657731 0.51151801 0.45202777
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final inputs: [-0.55133475]
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oet: [ 0.55429478]
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hidden inputs: [-1.66482598 -1.32140328 -1.24174988 -0.38487655 -0.79342995 -1.04967607
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hidden Outputs: [ 0.15911523 0.21058492 0.22413154 0.40495127 0.31143267 0.25928731
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final inputs: [ 0.8521806]
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oet: [ 0.55109567]
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hidden Outputs: [ 0.27265244 0.28409203 0.18771643 0.3071678 0.39762724 0.18636616
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final inputs: [ 0.00919403]
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oet: [ 0.41275826]
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hidden inputs: [-2.33959889 -2.33063556 -2.27343641 -1.45375618 -1.51046876 -2.26727602
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hidden Outputs: [ 0.08789607 0.08861732 0.09334697 0.18942416 0.18086933 0.09386965
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final inputs: [ 0.53798571]
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oet: [-0.34206872]
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hidden inputs: [-0.10822949 -0.79440041 -0.61695198 -1.34264433 -0.99126121 -0.3629654
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hidden Outputs: [ 0.47296901 0.3112246 0.35047499 0.20707554 0.27066304 0.41024192
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final inputs: [-0.46257343]
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oet: [ 0.04654119]
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hidden inputs: [-1.41503999 -1.87146645 -1.48416435 -1.0525317 -1.40394223 -1.76263012
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hidden Outputs: [ 0.19544033 0.13337213 0.18479924 0.25873924 0.19719128 0.14646124
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final inputs: [ 0.37004827]
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oet: [-0.78056744]
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hidden inputs: [-1.77416969 -1.7166932 -1.78123981 -0.94640494 -0.95867552 -1.45673912
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final inputs: [ 0.26394447]
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oet: [-0.33265417]
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hidden Outputs: [ 0.15846173 0.10802094 0.10769245 0.27074374 0.25252339 0.14026605
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final inputs: [ 0.35400636]
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oet: [ 0.7736171]
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hidden inputs: [-1.24653016 -1.32695942 -1.14666189 -1.80829354 -1.96891353 -1.39453478
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hidden Outputs: [ 0.22330136 0.20966276 0.24109933 0.14084449 0.12250563 0.19868479
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final inputs: [-0.3340317]
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oet: [-0.33560111]
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hidden Outputs: [ 0.13912205 0.22281416 0.16772433 0.25362742 0.17579829 0.1977884
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final inputs: [-0.20003798]
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oet: [-0.28215093]
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hidden inputs: [-1.98863864 -1.27154849 -1.28907827 -1.40302225 -1.34218371 -1.37144258
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hidden Outputs: [ 0.12040096 0.21899229 0.21600886 0.19733696 0.20715118 0.20238688
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final inputs: [-0.03576618]
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oet: [-0.39680522]
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hidden inputs: [-1.11974909 -0.39754062 -1.15276045 -0.9879605 -0.7533997 -0.56950974
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hidden Outputs: [ 0.24605783 0.40190338 0.23998524 0.27131511 0.32008098 0.36134996
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final inputs: [-0.45749906]
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oet: [-0.33342098]
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...,
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hidden inputs: [-2.70396967 -2.27842175 -1.88459276 -1.42191199 -1.57844385 -2.26139433
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hidden Outputs: [ 0.06273952 0.0929259 0.13186223 0.19436202 0.17101598 0.09437114
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final inputs: [ 0.61005656]
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oet: [ 1.96198758]
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...,
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hidden inputs: [-1.64739091 -2.42011549 -1.59849461 -1.89318261 -1.3039941 -2.05561108
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hidden Outputs: [ 0.16146189 0.08165159 0.16819212 0.13088202 0.21349358 0.11348664
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final inputs: [ 0.53254464]
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oet: [ 0.57853965]
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...,
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hidden inputs: [-1.22996698 -1.40119817 -1.3178478 -0.86736561 -1.16471366 -1.27481649
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hidden Outputs: [ 0.2261872 0.19762605 0.21117659 0.29580276 0.23781184 0.21843386
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final inputs: [ 0.64709714]
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oet: [-0.55041516]
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hidden inputs: [-0.70501515 -0.83019046 -0.81490481 -1.32316471 -1.8604722 -0.85863067
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hidden Outputs: [ 0.33070125 0.3036048 0.3068463 0.21029225 0.13464802 0.29762552
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final inputs: [-0.64392215]
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oet: [-0.21315456]
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hidden inputs: [-2.21942495 -2.07479716 -1.57060649 -0.90121575 -1.62160928 -2.2163312
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hidden Outputs: [ 0.09801963 0.11157064 0.17212995 0.28880072 0.16498305 0.0982935
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final inputs: [ 0.50163382]
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oet: [ 0.09673626]
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hidden inputs: [-0.91554637 -1.63264742 -1.87841681 -2.22259961 -1.67637859 -1.92774917
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hidden Outputs: [ 0.28586622 0.16346801 0.13257083 0.09773931 0.1575756 0.12699992
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final inputs: [-0.2749352]
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oet: [-0.68688958]
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hidden inputs: [-0.17783966 -0.23488743 -0.16581771 -1.68579387 -0.62261099 0.0852944
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hidden Outputs: [ 0.45565689 0.44154664 0.4586403 0.15632979 0.34918786 0.52131068
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final inputs: [-1.1281924]
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oet: [ 0.7838299]
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hidden inputs: [-1.85024901 -2.04683182 -1.7707627 -0.86533841 -1.25669469 -2.18621911
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hidden Outputs: [ 0.13584366 0.1143729 0.1454475 0.29622521 0.22154341 0.10099486
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final inputs: [ 0.89620977]
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oet: [ 0.67797123]
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hidden inputs: [-0.33191584 -0.84881518 -0.70500914 -1.05766283 -0.59712434 0.12551383
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hidden Outputs: [ 0.41777454 0.29968146 0.33070257 0.25775634 0.35500187 0.53133733
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final inputs: [-0.50925976]
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oet: [-0.39743446]
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final inputs: [ 0.29949154]
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oet: [-0.36268819]
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hidden inputs: [-1.52591606 -1.29476955 -1.04785569 -0.74419945 -0.89300002 -0.86838433
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hidden Outputs: [ 0.178592 0.21504661 0.25963708 0.32208652 0.29049112 0.2955906
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final inputs: [ 0.39604921]
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oet: [-0.31039335]
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hidden inputs: [-1.48454553 -2.2832323 -2.25278177 -1.74457264 -1.88287456 -1.88851263
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hidden Outputs: [ 0.18474182 0.09252121 0.09510979 0.14873305 0.13205904 0.13141415
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final inputs: [-0.04197783]
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oet: [-0.3740544]
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hidden inputs: [-1.11817608 -0.99216896 -0.83786672 -1.00003734 -0.67687312 -0.86248733
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hidden Outputs: [ 0.24634976 0.27048388 0.30198427 0.26893408 0.33695955 0.29681993
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final inputs: [ 0.15270843]
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oet: [-0.53014927]
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hidden inputs: [-2.19609597 -1.7613191 -1.09085727 -1.81478465 -0.56384022 -1.75462974
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hidden Outputs: [ 0.10010162 0.14662521 0.25145688 0.14006085 0.36265937 0.1474642
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final inputs: [ 0.72909575]
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oet: [ 0.2496752]
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hidden inputs: [-2.08466244 -1.00111036 -1.50118187 -1.46803077 -1.40024183 -1.38724541
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hidden Outputs: [ 0.11059651 0.26872317 0.18224932 0.18724211 0.19777774 0.19984788
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final inputs: [-0.23890973]
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oet: [ 0.19776531]
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hidden inputs: [-2.58764362 -2.16376176 -2.28693094 -1.2846933 -1.417295 -2.39217153
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hidden Outputs: [ 0.0699379 0.10305222 0.09221113 0.21675238 0.19508599 0.08377161
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final inputs: [ 0.38015152]
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oet: [-0.64733124]
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hidden inputs: [-1.48718011 -1.70605394 -1.12281647 -1.30312898 -1.13570524 -2.12900364
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hidden Outputs: [ 0.18434536 0.15367624 0.24548923 0.21363889 0.24310976 0.10630962
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final inputs: [ 0.49617622]
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oet: [ 1.21031813]
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hidden inputs: [-1.79937757 -2.26852596 -1.81088336 -1.01424315 -1.36194459 -2.32282843
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hidden Outputs: [ 0.14192685 0.09376339 0.1405314 0.26615028 0.20392444 0.08924989
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final inputs: [ 0.79129034]
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oet: [ 1.91306715]
Progress: 19.0% ... Training loss: 0.637 ... Validation loss: 1.107[-0.53241723]
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hidden inputs: [-0.92718977 -0.83863941 -1.29733334 -1.45728213 -1.17372665 -0.89745912
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hidden Outputs: [ 0.2834952 0.30182142 0.21461415 0.18888337 0.23618203 0.28957293
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hidden Outputs: [ 0.37125679 0.2715459 0.28128447 0.21176555 0.28800003 0.34939486
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oet: [-0.55712507]
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oet: [-0.42052661]
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oet: [ 0.18926887]
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oet: [-0.10201236]
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oet: [ 0.1810214]
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hidden Outputs: [ 0.2856464 0.40662404 0.33039239 0.22338239 0.28546191 0.43760202
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oet: [ 0.50061227]
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hidden Outputs: [ 0.21209202 0.47175698 0.31947406 0.25829828 0.25517692 0.42797661
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final inputs: [-0.48014233]
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oet: [-0.42103884]
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hidden inputs: [-2.41759211 -0.75713052 -1.12945097 -1.33478643 -0.97360797 -0.9024698
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hidden Outputs: [ 0.08184101 0.31926959 0.24426244 0.20836874 0.27416194 0.28854322
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final inputs: [-0.13122707]
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oet: [-0.47224907]
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oet: [-0.54294023]
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oet: [-0.61070013]
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oet: [ 0.20678218]
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hidden Outputs: [ 0.36584415 0.31158561 0.1909338 0.07520004 0.12609505 0.14171521
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oet: [ 0.61410104]
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hidden inputs: [-1.52803306 -0.74691399 -0.51696036 -1.0404884 -1.28120063 -0.96603852
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oet: [-0.42762153]
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hidden inputs: [-0.53494058 -0.7660014 -1.26532369 -1.62056279 -1.17630937 -0.59511883
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hidden Outputs: [ 0.36936531 0.31734472 0.22005881 0.16512727 0.23571643 0.35546122
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oet: [-0.41079346]
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hidden inputs: [-2.26053556 -2.49247337 -1.76096855 -1.76297522 -1.46993004 -2.28596392
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hidden Outputs: [ 0.09444456 0.07638751 0.14666908 0.14641811 0.18695325 0.09229211
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final inputs: [ 0.75384082]
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oet: [-0.01764434]
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hidden inputs: [-0.43125898 -0.55140007 -0.54555312 -0.6511556 -0.34404607 -0.40838542
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hidden Outputs: [ 0.39382574 0.36553964 0.36689673 0.34272917 0.41482697 0.39929933
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final inputs: [-0.17738688]
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oet: [ 0.2575297]
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hidden Outputs: [ 0.18985757 0.13927922 0.17643619 0.19444483 0.25712919 0.1772799
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final inputs: [ 0.40026552]
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oet: [ 0.20913067]
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hidden Outputs: [ 0.11722796 0.20003045 0.17800737 0.19365338 0.3407884 0.14149326
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final inputs: [ 0.3797432]
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oet: [-0.29408733]
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hidden inputs: [-1.18487099 -0.39391908 -1.04053158 -1.41941911 -0.55144287 -0.44517493
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hidden Outputs: [ 0.23417751 0.40277422 0.26104744 0.19475267 0.36552972 0.39050858
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final inputs: [-0.38524412]
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oet: [ 0.92848364]
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hidden inputs: [-1.45345388 -1.46381975 -1.29851952 -1.59337073 -0.4176413 -1.295754
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hidden Outputs: [ 0.18947058 0.1878838 0.21441428 0.16891019 0.3970813 0.21488048
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final inputs: [ 0.17516152]
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oet: [ 1.34388892]
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oet: [ 0.7790733]
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